Knowledge Diagram Navigation:

Spatial co-ordinations are initially random, and will automatically re-arrange to minimize complexity based on distance between relationships. Mouse down and drag to pan. Right click on the strategic diagram toggles between motion and stationary. Hover over abstract node (orange) to view abstractions. Hover over leaf node to view corresponding narrative. Left click on the leaf node expands the narrative to view full text.

Narrative Analysis - Report

Key Focus

Southwest Airlines, a big Boeing customer that flies only the company's planes, said in a statement that it was "committed to working with Boeing's new leadership team to ensure that each airplane meets the highest quality and safety standards." Delta Air Lines and United Airlines issued similar statements. ...

Stan Deal, Boeing's head of commercial planes, departed immediately.. . Boeing abruptly said on Monday that it was overhauling its leadership amid its most significant safety crisis in years, announcing sweeping changes that included the departure of its chief executive, Dave Calhoun, at the end of the year ...

"Nothing is going to change for the better without company leadership acknowledging their failures and thoroughly committing to fixing them.". . Southwest Airlines, a big Boeing customer that flies only the company's planes, said in a statement that it was "committed to working with Boeing's new leadership team to ensure that each airplane meets the highest quality and safety standards." Delta Air Lines and United Airlines issued similar statements ...

"The problems in Boeing's executive suite are systemic," the union leader, Ray Goforth, the executive director of the Society of Professional Engineering Employees in Aerospace, said in a statement. "Nothing is going to change for the better without company leadership acknowledging their failures and thoroughly committing to fixing them." ...

Momentum supporting factors

(company,leadership,united_airlines)

(company,safety,united_airlines)

(company,united_airlines)

(leadership,united_airlines)

(leadership,safety)

(company,leadership,safety)

(company,leadership,delta_air_lines)

(company,safety,delta_air_lines)

(company,safety,airlines)

(max,alaska_airlines,flight)

Challenge supporting factors

(company,max,increase)

(max,alaska_airlines,company,increase)

(max,alaska_airlines,increase)

(max,increase)

(company,max,foiling)

(max,alaska_airlines,company,foiling)

(max,alaska_airlines,foiling)

(company,max,european)

(max,alaska_airlines,company,european)

(max,alaska_airlines,european)

(max,alaska_airlines,airbus)

(max,alaska_airlines,company,airbus)

(max,alaska_airlines,company,agency)

(max,alaska_airlines,united_states)

(max,united_states)

Work-in-progress supporting factors

(company,leadership,executive)

(company,leadership,southwest)

(leadership,southwest)

(company,leadership,society)

(leadership,society)

(company,executive,ray_goforth)

(company,executive,commercial)

(company,leadership,ray_goforth)

(leadership,executive,ray_goforth)

(leadership,ray_goforth)

(company,leadership,professional_engineering_employees)

(leadership,professional_engineering_employees)

(company,leadership,manufacturer)

(company,leadership,director)

(company,leadership,calhoun)

Time Period	Challenge	Momentum	WIP
Report	10.30	5.92	83.78

High Level Abstraction (HLA) combined

High Level Abstraction (HLA)	Report
(1) (company,leadership,executive)	100.00
(2) (company,leadership,united_airlines)	96.30
(3) (company,safety,united_airlines)	95.91
(4) (company,united_airlines)	95.71
(5) (leadership,united_airlines)	95.52
(6) (company,leadership,southwest)	94.35
(7) (leadership,southwest)	93.76
(8) (company,leadership,society)	92.79
(9) (leadership,safety)	92.40
(10) (leadership,society)	92.01
(11) (company,leadership,safety)	91.23
(12) (company,executive,ray_goforth)	89.28
(13) (company,executive,commercial)	89.28
(14) (company,leadership,ray_goforth)	88.30
(15) (leadership,executive,ray_goforth)	86.55
(16) (leadership,ray_goforth)	85.58
(17) (company,leadership,professional_engineering_employees)	85.19
(18) (leadership,professional_engineering_employees)	83.82
(19) (company,leadership,manufacturer)	83.63
(20) (company,leadership,director)	82.07
(21) (company,leadership,delta_air_lines)	81.87
(22) (company,safety,delta_air_lines)	81.29
(23) (company,leadership,calhoun)	80.90
(24) (company,max,safety)	78.36
(25) (max,alaska_airlines,company,safety)	77.19
(26) (max,alaska_airlines,safety)	75.44
(27) (max,safety)	74.85
(28) (company,max,roiled)	74.07
(29) (company,safety,roiled)	73.49
(30) (company,max,rivets)	72.90
(31) (max,rivets)	72.12
(32) (company,max,repaired)	71.73
(33) (max,repaired)	70.76
(34) (company,max,renton)	70.57
(35) (company,max,increase)	69.40
(36) (company,calhoun)	69.20
(37) (max,alaska_airlines,company,increase)	68.62
(38) (max,alaska_airlines,increase)	67.64
(39) (max,increase)	67.25
(40) (company,max,foiling)	67.06
(41) (max,alaska_airlines,company,foiling)	66.67
(42) (max,alaska_airlines,foiling)	65.69
(43) (company,max,factory)	65.50
(44) (company,max,european)	65.30
(45) (max,alaska_airlines,company,european)	65.11
(46) (max,alaska_airlines,european)	63.94
(47) (company,bolts)	63.74
(48) (company,max,bolts)	63.16
(49) (max,bolts)	61.99
(50) (company,max,american)	61.79
(51) (company,safety,american)	60.23
(52) (company,executive,society)	58.87
(53) (executive,society)	58.48
(54) (leadership,executive,society)	57.12
(55) (company,executive,professional_engineering_employees)	56.14
(56) (executive,professional_engineering_employees)	55.36
(57) (leadership,executive,professional_engineering_employees)	54.97
(58) (company,airlines)	54.58
(59) (company,executive,muilenburg)	53.22
(60) (company,commercial,manufacturing)	51.85
(61) (company,executive,manufacturing)	51.07
(62) (company,commercial,employees)	50.10
(63) (executive,employees)	49.71
(64) (company,executive,employees)	48.73
(65) (company,executive,director)	48.15
(66) (leadership,executive,director)	47.56
(67) (company,executive,analysts)	41.33
(68) (company,executive,aerospace)	39.96
(69) (leadership,executive,aerospace)	38.60
(70) (company,safety,national_transportation_safety_board)	37.04
(71) (company,safety,door)	36.84
(72) (company,safety,calhoun)	36.26
(73) (company,safety,airlines)	35.67
(74) (company,safety,affirmed)	35.28
(75) (company,commercial,shake-up)	32.75
(76) (company,commercial,questions)	31.77
(77) (company,commercial,leadership)	30.99
(78) (company,commercial,analysts)	28.85
(79) (company,stock)	26.71
(80) (company,stephanie_pope)	26.51
(81) (company,stan_deal)	26.32
(82) (max,alaska_airlines,flight)	25.93
(83) (max,alaska_airlines,company,roiled)	25.54
(84) (max,alaska_airlines,company,american)	23.98
(85) (max,alaska_airlines,airbus)	22.03
(86) (max,alaska_airlines,company,airbus)	21.05
(87) (max,alaska_airlines,company,agency)	18.71
(88) (max,alaska_airlines,united_states)	15.98
(89) (max,united_states)	15.59
(90) (max,alaska_airlines,roiled)	15.20
(91) (max,roiled)	14.42
(92) (max,alaska_airlines,midair)	14.23
(93) (max,midair)	13.26
(94) (max,alaska_airlines,american)	12.48
(95) (max,renton)	12.28
(96) (max,regulates)	12.09
(97) (executive,shake-up)	11.89
(98) (leadership,executive,shake-up)	10.72
(99) (leadership,executive,safety)	9.36
(100) (executive,questions)	8.58

Supporting narratives:

Please refer to knowledge diagram for a complete set of supporting narratives.

momentum - Back to HLA

Southwest Airlines, a big Boeing customer that flies only the company's planes, said in a statement that it was "committed to working with Boeing's new leadership team to ensure that each airplane meets the highest quality and safety standards." Delta Air Lines and United Airlines issued similar statements. ...
High Level Abstractions:

(company,leadership,united_airlines)
(company,safety,united_airlines)
(leadership,united_airlines)
(company,leadership,delta_air_lines)
(leadership,safety)
(company,leadership,safety)
(company,united_airlines)
(company,safety,delta_air_lines)
Inferred entity relationships (11)
(leadership,safety) [inferred]
(company,leadership,manufacturer) [inferred]
(company,leadership,united_airlines) [inferred]
(company,leadership,safety) [inferred]
(company,leadership,southwest) [inferred]
(company,leadership,professional_engineering_employees) [inferred]
(company,leadership,society) [inferred]
(company,leadership,ray_goforth) [inferred]
(company,delta_air_lines,leadership) [inferred]
(leadership,united_airlines) [inferred]
(company,delta_air_lines,safety) [inferred]

momentum - Back to HLA

Southwest Airlines, a big Boeing customer that flies only the company's planes, said in a statement that it was "committed to working with Boeing's new leadership team to ensure that each airplane meets the highest quality and safety standards." Delta Air Lines and United Airlines issued similar statements ...
High Level Abstractions:

(company,safety,airlines)
Inferred entity relationships (2)
(airlines,company) [inferred]
(company,safety,united_airlines) [inferred]

momentum - Back to HLA

Even some travelers have become wary of the company's most popular series of planes, the 737 Max. After the Alaska Airlines mishap, Kayak, the flight booking service, said it saw a noticeable rise in users filtering out flights that were scheduled to be on 737 Max planes ...
High Level Abstractions:

(max,alaska_airlines,flight)

momentum - Back to HLA

Stan Deal, Boeing's head of commercial planes, departed immediately.. . Boeing abruptly said on Monday that it was overhauling its leadership amid its most significant safety crisis in years, announcing sweeping changes that included the departure of its chief executive, Dave Calhoun, at the end of the year ...
High Level Abstractions:

(leadership,safety)

challenge - Back to HLA

When the agency cleared the planes to fly again in late January, it also imposed limits on Boeing's planned production increase of Max planes, foiling the company's latest attempt to better compete with its European rival Airbus ...
High Level Abstractions:

(max,alaska_airlines,company,agency)
(max,increase)
(company,max,increase)
(max,alaska_airlines,increase)
(max,alaska_airlines,company,increase)
Inferred entity relationships (12)
(company,max,safety) [inferred]
(alaska_airlines,company,increase,max) [inferred]
(company,max,roiled) [inferred]
(company,max,renton) [inferred]
(company,increase,max) [inferred]
(alaska_airlines,company,foiling,max) [inferred]
(alaska_airlines,company,max,safety) [inferred]
(alaska_airlines,company,max,roiled) [inferred]
(increase,max) [inferred]
(alaska_airlines,company,european,max) [inferred]
(company,max,repaired) [inferred]
(company,max,rivets) [inferred]

challenge - Back to HLA

When the agency cleared the planes to fly again in late January, it also imposed limits on Boeing's planned production increase of Max planes, foiling the company's latest attempt to better compete with its European rival Airbus. ...
High Level Abstractions:

(max,alaska_airlines,european)
(company,max,foiling)
(max,alaska_airlines,company,foiling)
(max,alaska_airlines,foiling)
(max,alaska_airlines,airbus)
(company,max,european)
(max,alaska_airlines,company,european)
(max,alaska_airlines,company,airbus)
Inferred entity relationships (18)
(company,max,safety) [inferred]
(company,european,max) [inferred]
(alaska_airlines,company,increase,max) [inferred]
(company,max,roiled) [inferred]
(company,max,renton) [inferred]
(airbus,alaska_airlines,max) [inferred]
(alaska_airlines,company,foiling,max) [inferred]
(alaska_airlines,max,roiled) [inferred]
(alaska_airlines,company,european,max) [inferred]
(company,max,rivets) [inferred]
(company,foiling,max) [inferred]
(alaska_airlines,company,max,safety) [inferred]
(alaska_airlines,max,midair) [inferred]
(alaska_airlines,max,united_states) [inferred]
(airbus,alaska_airlines,company,max) [inferred]
(alaska_airlines,company,max,roiled) [inferred]
(alaska_airlines,max,safety) [inferred]
(company,max,repaired) [inferred]

challenge - Back to HLA

The Federal Aviation Administration, which regulates the plane maker, grounded 737 Max 9 planes across the United States after the Alaska Airlines incident. When the agency cleared the planes to fly again in late January, it also imposed limits on Boeing's planned production increase of Max planes, foiling the company's latest attempt to better compete with its European rival Airbus ...
High Level Abstractions:

(max,united_states)
(max,alaska_airlines,united_states)
Inferred entity relationships (4)
(alaska_airlines,max,safety) [inferred]
(alaska_airlines,max,roiled) [inferred]
(max,united_states) [inferred]
(alaska_airlines,max,midair) [inferred]

challenge - Back to HLA

One union leader, who represents more than 19,000 engineers, scientists, pilots and other employees at Boeing and its supplier Spirit AeroSystems, said the plane maker's management needed to make more far-reaching changes to regain its credibility.. . "The problems in Boeing's executive suite are systemic," the union leader, Ray Goforth, the executive director of the Society of Professional Engineering Employees in Aerospace, said in a statement ...
High Level Abstractions:

(executive,ray_goforth)

WIP - Back to HLA

"The problems in Boeing's executive suite are systemic," the union leader, Ray Goforth, the executive director of the Society of Professional Engineering Employees in Aerospace, said in a statement ...
High Level Abstractions:

(leadership,executive,ray_goforth)
(company,leadership,executive)
(company,leadership,ray_goforth)
(leadership,ray_goforth)
(company,executive,ray_goforth)
Inferred entity relationships (21)
(company,executive,leadership) [inferred]
(company,executive,manufacturing) [inferred]
(company,leadership,manufacturer) [inferred]
(company,leadership,united_airlines) [inferred]
(company,executive,muilenburg) [inferred]
(company,executive,professional_engineering_employees) [inferred]
(executive,leadership,shake-up) [inferred]
(executive,leadership,questions) [inferred]
(company,executive,ray_goforth) [inferred]
(executive,leadership,safety) [inferred]
(executive,leadership,society) [inferred]
(executive,leadership,professional_engineering_employees) [inferred]
(executive,ray_goforth) [inferred]
(company,executive,society) [inferred]
(leadership,ray_goforth) [inferred]
(executive,leadership,ray_goforth) [inferred]
(company,leadership,safety) [inferred]
(executive,leadership,overhauling) [inferred]
(company,leadership,southwest) [inferred]
(company,leadership,professional_engineering_employees) [inferred]
(company,leadership,society) [inferred]

WIP - Back to HLA

"Nothing is going to change for the better without company leadership acknowledging their failures and thoroughly committing to fixing them.". . Southwest Airlines, a big Boeing customer that flies only the company's planes, said in a statement that it was "committed to working with Boeing's new leadership team to ensure that each airplane meets the highest quality and safety standards." Delta Air Lines and United Airlines issued similar statements ...
High Level Abstractions:

(company,leadership,southwest)
(leadership,southwest)
(company,airlines)
Inferred entity relationships (8)
(company,leadership,safety) [inferred]
(airlines,company,safety) [inferred]
(leadership,southwest) [inferred]
(company,leadership,manufacturer) [inferred]
(company,leadership,united_airlines) [inferred]
(company,leadership,professional_engineering_employees) [inferred]
(company,leadership,society) [inferred]
(company,leadership,ray_goforth) [inferred]

WIP - Back to HLA

"The problems in Boeing's executive suite are systemic," the union leader, Ray Goforth, the executive director of the Society of Professional Engineering Employees in Aerospace, said in a statement. "Nothing is going to change for the better without company leadership acknowledging their failures and thoroughly committing to fixing them." ...
High Level Abstractions:

(company,leadership,director)
(company,leadership,professional_engineering_employees)
(leadership,professional_engineering_employees)
(leadership,society)
(company,leadership,society)
Inferred entity relationships (10)
(leadership,society) [inferred]
(company,leadership,manufacturer) [inferred]
(company,leadership,united_airlines) [inferred]
(company,leadership,safety) [inferred]
(company,director,executive) [inferred]
(company,leadership,southwest) [inferred]
(company,leadership,professional_engineering_employees) [inferred]
(company,leadership,society) [inferred]
(company,leadership,ray_goforth) [inferred]
(leadership,professional_engineering_employees) [inferred]

WIP - Back to HLA

Muilenburg, who had led the company during the 2018 and 2019 crashes. Mr. Calhoun, who assumed the company's leadership in January 2020, had been a member of the manufacturer's board since 2009. ...
High Level Abstractions:

(company,leadership,manufacturer)
Inferred entity relationships (6)
(company,leadership,safety) [inferred]
(company,leadership,southwest) [inferred]
(company,leadership,united_airlines) [inferred]
(company,leadership,professional_engineering_employees) [inferred]
(company,leadership,society) [inferred]
(company,leadership,ray_goforth) [inferred]

WIP - Back to HLA

Muilenburg, who had led the company during the 2018 and 2019 crashes. Mr. Calhoun, who assumed the company's leadership in January 2020, had been a member of the manufacturer's board since 2009 ...
High Level Abstractions:

(company,leadership,calhoun)
Inferred entity relationships (9)
(company,leadership,safety) [inferred]
(company,leadership,southwest) [inferred]
(company,leadership,manufacturer) [inferred]
(company,leadership,united_airlines) [inferred]
(company,leadership,professional_engineering_employees) [inferred]
(company,leadership,society) [inferred]
(company,leadership,ray_goforth) [inferred]
(calhoun,company,safety) [inferred]
(calhoun,company) [inferred]

WIP - Back to HLA

The incident has roiled the company, considered by many as a prized American institution, and renewed concerns about its commitment to safety and quality five years after two crashes of 737 Max 8 planes killed a total of nearly 350 people ...
High Level Abstractions:

(max,alaska_airlines,safety)
(max,safety)
(company,max,roiled)
(company,safety,american)
(company,max,american)
(company,max,safety)
(company,safety,roiled)
(max,alaska_airlines,company,safety)
Inferred entity relationships (17)
(company,max,safety) [inferred]
(max,roiled) [inferred]
(company,max,roiled) [inferred]
(alaska_airlines,company,increase,max) [inferred]
(company,max,renton) [inferred]
(max,safety) [inferred]
(alaska_airlines,company,foiling,max) [inferred]
(american,company,safety) [inferred]
(alaska_airlines,max,roiled) [inferred]
(alaska_airlines,company,european,max) [inferred]
(company,max,rivets) [inferred]
(american,company,max) [inferred]
(alaska_airlines,max,midair) [inferred]
(alaska_airlines,max,united_states) [inferred]
(alaska_airlines,company,max,roiled) [inferred]
(company,max,repaired) [inferred]
(company,safety,united_airlines) [inferred]

WIP - Back to HLA

It said the bolts were removed at a Boeing factory in Renton, Wash., where the 737 Max is built, so that damaged rivets could be repaired.. . The company's announcement in February that the head of its 737 Max program was leaving the company did little to address the growing criticism ...
High Level Abstractions:

(company,max,renton)
(company,max,rivets)
(max,rivets)
(company,max,repaired)
(max,repaired)
(company,max,factory)
Inferred entity relationships (8)
(company,max,safety) [inferred]
(max,renton) [inferred]
(company,max,roiled) [inferred]
(company,max,renton) [inferred]
(max,rivets) [inferred]
(company,max,repaired) [inferred]
(company,max,rivets) [inferred]
(max,repaired) [inferred]

WIP - Back to HLA

It said the bolts were removed at a Boeing factory in Renton, Wash., where the 737 Max is built, so that damaged rivets could be repaired. ...
High Level Abstractions:

(max,bolts)
(company,bolts)
(company,max,bolts)
Inferred entity relationships (7)
(company,max,safety) [inferred]
(company,max,roiled) [inferred]
(company,max,renton) [inferred]
(bolts,company) [inferred]
(company,max,repaired) [inferred]
(company,max,rivets) [inferred]
(bolts,company,max) [inferred]

WIP - Back to HLA

"The problems in Boeing's executive suite are systemic," the union leader, Ray Goforth, the executive director of the Society of Professional Engineering Employees in Aerospace, said in a statement. ...
High Level Abstractions:

(executive,society)
(leadership,executive,aerospace)
(executive,professional_engineering_employees)
(leadership,executive,society)
(leadership,executive,director)
(leadership,executive,professional_engineering_employees)
(company,executive,professional_engineering_employees)
(company,executive,society)
(company,executive,director)
(company,executive,aerospace)
Inferred entity relationships (19)
(company,executive,leadership) [inferred]
(company,executive,manufacturing) [inferred]
(leadership,society) [inferred]
(company,executive,muilenburg) [inferred]
(company,executive,professional_engineering_employees) [inferred]
(executive,professional_engineering_employees) [inferred]
(executive,leadership,shake-up) [inferred]
(executive,leadership,questions) [inferred]
(company,executive,ray_goforth) [inferred]
(executive,leadership,safety) [inferred]
(executive,leadership,society) [inferred]
(executive,leadership,professional_engineering_employees) [inferred]
(company,director,leadership) [inferred]
(company,executive,society) [inferred]
(director,executive,leadership) [inferred]
(executive,leadership,ray_goforth) [inferred]
(executive,society) [inferred]
(executive,leadership,overhauling) [inferred]
(leadership,professional_engineering_employees) [inferred]

WIP - Back to HLA

Calhoun chief executive after firing his predecessor, Dennis A. Muilenburg, who had led the company during the 2018 and 2019 crashes. ...
High Level Abstractions:

(company,executive,muilenburg)
Inferred entity relationships (5)
(company,executive,professional_engineering_employees) [inferred]
(company,executive,leadership) [inferred]
(company,executive,manufacturing) [inferred]
(company,executive,society) [inferred]
(company,executive,ray_goforth) [inferred]

WIP - Back to HLA

Analysts have said that the company may look to bring on a top executive from outside the company but the number of people with the experience needed to lead an engineering and manufacturing company with more than 170,000 employees is extremely limited. ...
High Level Abstractions:

(company,commercial,manufacturing)
(company,commercial,employees)
(executive,employees)
(company,executive,manufacturing)
(company,executive,employees)
Inferred entity relationships (13)
(company,executive,leadership) [inferred]
(company,executive,society) [inferred]
(commercial,company,executive) [inferred]
(commercial,company,employees) [inferred]
(company,executive,muilenburg) [inferred]
(commercial,company,questions) [inferred]
(commercial,company,shake-up) [inferred]
(commercial,company,leadership) [inferred]
(company,employees,executive) [inferred]
(company,executive,professional_engineering_employees) [inferred]
(employees,executive) [inferred]
(commercial,company,manufacturing) [inferred]
(company,executive,ray_goforth) [inferred]

WIP - Back to HLA

The company's chief executive, David Calhoun, said he would leave at the end of the year. Stan Deal, Boeing's head of commercial planes, departed immediately. ...
High Level Abstractions:

(company,executive,commercial)
Inferred entity relationships (11)
(company,executive,leadership) [inferred]
(company,executive,manufacturing) [inferred]
(company,executive,society) [inferred]
(commercial,company,employees) [inferred]
(company,executive,muilenburg) [inferred]
(commercial,company,questions) [inferred]
(commercial,company,shake-up) [inferred]
(commercial,company,leadership) [inferred]
(company,executive,professional_engineering_employees) [inferred]
(commercial,company,manufacturing) [inferred]
(company,executive,ray_goforth) [inferred]

WIP - Back to HLA

Pope now has a big job trying to fix commercial planes division. Analysts have said that the company may look to bring on a top executive from outside the company but the number of people with the experience needed to lead an engineering and manufacturing company with more than 170,000 employees is extremely limited ...
High Level Abstractions:

(company,executive,commercial)
(company,executive,analysts)
Inferred entity relationships (11)
(company,executive,leadership) [inferred]
(company,executive,manufacturing) [inferred]
(company,executive,society) [inferred]
(commercial,company,employees) [inferred]
(company,executive,muilenburg) [inferred]
(commercial,company,questions) [inferred]
(commercial,company,shake-up) [inferred]
(commercial,company,leadership) [inferred]
(company,executive,professional_engineering_employees) [inferred]
(commercial,company,manufacturing) [inferred]
(company,executive,ray_goforth) [inferred]

WIP - Back to HLA

Calhoun has repeatedly affirmed the company's commitment to quality and safety. But pressure continued to rise on him and Boeing. The National Transportation Safety Board's preliminary report about the incident said that four bolts that were supposed to hold the door plug in place appeared to be missing before it came off the plane ...
High Level Abstractions:

(company,safety,national_transportation_safety_board)

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Since the door plug incident in January, Mr. Calhoun has repeatedly affirmed the company's commitment to quality and safety ...
High Level Abstractions:

(company,safety,door)

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Since the door plug incident in January, Mr. Calhoun has repeatedly affirmed the company's commitment to quality and safety. But pressure continued to rise on him and Boeing ...
High Level Abstractions:

(company,safety,calhoun)
(company,safety,affirmed)
Inferred entity relationships (3)
(company,safety,united_airlines) [inferred]
(calhoun,company,leadership) [inferred]
(calhoun,company) [inferred]

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Calhoun chief executive after firing his predecessor, Dennis A. Muilenburg, who had led the company during the 2018 and 2019 crashes. Mr. Calhoun, who assumed the company's leadership in January 2020, had been a member of the manufacturer's board since 2009 ...
High Level Abstractions:

(company,calhoun)
Inferred entity relationships (2)
(calhoun,company,safety) [inferred]
(calhoun,company,leadership) [inferred]

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. Since the door plug incident in January, Mr. Calhoun has repeatedly affirmed the company's commitment to quality and safety. But pressure continued to rise on him and Boeing ...
High Level Abstractions:

(company,calhoun)
Inferred entity relationships (2)
(calhoun,company,safety) [inferred]
(calhoun,company,leadership) [inferred]

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The leadership shake-up raises urgent questions about Boeing's succession planning. Ms. Pope now has a big job trying to fix commercial planes division ...
High Level Abstractions:

(company,commercial,questions)
(company,commercial,shake-up)
(company,commercial,leadership)
Inferred entity relationships (13)
(commercial,company,executive) [inferred]
(company,leadership,manufacturer) [inferred]
(company,leadership,united_airlines) [inferred]
(commercial,company,employees) [inferred]
(commercial,company,questions) [inferred]
(commercial,company,shake-up) [inferred]
(commercial,company,leadership) [inferred]
(company,leadership,safety) [inferred]
(company,leadership,southwest) [inferred]
(company,leadership,professional_engineering_employees) [inferred]
(company,leadership,society) [inferred]
(company,leadership,ray_goforth) [inferred]
(commercial,company,manufacturing) [inferred]

WIP - Back to HLA

The leadership shake-up raises urgent questions about Boeing's succession planning. Ms. Pope now has a big job trying to fix commercial planes division. Analysts have said that the company may look to bring on a top executive from outside the company but the number of people with the experience needed to lead an engineering and manufacturing company with more than 170,000 employees is extremely limited ...
High Level Abstractions:

(company,commercial,analysts)
Inferred entity relationships (6)
(commercial,company,leadership) [inferred]
(commercial,company,executive) [inferred]
(commercial,company,employees) [inferred]
(commercial,company,manufacturing) [inferred]
(commercial,company,questions) [inferred]
(commercial,company,shake-up) [inferred]

WIP - Back to HLA

Calhoun's departure, Stan Deal, the head of the division that makes planes for airlines and other commercial customers, will retire immediately. He will be replaced by Stephanie Pope, Boeing's chief operating officer, the company said in a statement. ...
High Level Abstractions:

(company,airlines)
Inferred entity relationships (1)
(airlines,company,safety) [inferred]

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. Boeing's stock was up about 1 percent on Monday morning after the company announced its management changes. ...
High Level Abstractions:

(company,stock)

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Calhoun's departure, Stan Deal, the head of the division that makes planes for airlines and other commercial customers, will retire immediately. He will be replaced by Stephanie Pope, Boeing's chief operating officer, the company said in a statement.. . Boeing also announced that its chairman, Larry Kellner, would not stand for re-election ...
High Level Abstractions:

(company,stephanie_pope)

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Calhoun's departure, Stan Deal, the head of the division that makes planes for airlines and other commercial customers, will retire immediately ...
High Level Abstractions:

(company,stan_deal)

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. The incident has roiled the company, considered by many as a prized American institution, and renewed concerns about its commitment to safety and quality five years after two crashes of 737 Max 8 planes killed a total of nearly 350 people ...
High Level Abstractions:

(max,alaska_airlines,company,roiled)
(max,alaska_airlines,company,american)
Inferred entity relationships (13)
(company,max,safety) [inferred]
(max,roiled) [inferred]
(alaska_airlines,company,increase,max) [inferred]
(company,max,roiled) [inferred]
(company,max,renton) [inferred]
(american,company,max) [inferred]
(alaska_airlines,company,foiling,max) [inferred]
(alaska_airlines,company,max,safety) [inferred]
(american,company,safety) [inferred]
(alaska_airlines,company,european,max) [inferred]
(alaska_airlines,american,max) [inferred]
(company,max,repaired) [inferred]
(company,max,rivets) [inferred]

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The aircraft maker has been under mounting pressure from regulators, airlines and passengers as the company struggled to respond to the fallout from an incident in early January in which a panel blew off a Boeing 737 Max 9 plane midair during an Alaska Airlines flight.. . The incident has roiled the company, considered by many as a prized American institution, and renewed concerns about its commitment to safety and quality five years after two crashes of 737 Max 8 planes killed a total of nearly 350 people ...
High Level Abstractions:

(max,alaska_airlines,flight)
(max,midair)
(max,alaska_airlines,american)
(max,alaska_airlines,midair)
(max,roiled)
(max,alaska_airlines,roiled)
Inferred entity relationships (7)
(max,roiled) [inferred]
(alaska_airlines,max,midair) [inferred]
(alaska_airlines,max,united_states) [inferred]
(max,midair) [inferred]
(alaska_airlines,max,safety) [inferred]
(alaska_airlines,max,roiled) [inferred]
(alaska_airlines,american,company,max) [inferred]

WIP - Back to HLA

The National Transportation Safety Board's preliminary report about the incident said that four bolts that were supposed to hold the door plug in place appeared to be missing before it came off the plane. It said the bolts were removed at a Boeing factory in Renton, Wash., where the 737 Max is built, so that damaged rivets could be repaired.. . The company's announcement in February that the head of its 737 Max program was leaving the company did little to address the growing criticism ...
High Level Abstractions:

(max,renton)

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In that role, he will lead the process of choosing Boeing's next chief executive.. . The Federal Aviation Administration, which regulates the plane maker, grounded 737 Max 9 planes across the United States after the Alaska Airlines incident ...
High Level Abstractions:

(max,regulates)

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His departure is all the more surprising because Boeing's board in 2021 raised the mandatory retirement age for the chief executive to 70, from 65, to allow Mr. Calhoun to stay in the job until April 2028.. . The leadership shake-up raises urgent questions about Boeing's succession planning. ...
High Level Abstractions:

(executive,questions)
(leadership,executive,shake-up)
(executive,shake-up)
(leadership,executive,questions)
Inferred entity relationships (9)
(executive,leadership,professional_engineering_employees) [inferred]
(leadership,shake-up) [inferred]
(executive,leadership,ray_goforth) [inferred]
(leadership,questions) [inferred]
(executive,leadership,overhauling) [inferred]
(executive,leadership,shake-up) [inferred]
(executive,leadership,questions) [inferred]
(executive,leadership,safety) [inferred]
(executive,leadership,society) [inferred]

WIP - Back to HLA

Boeing abruptly said on Monday that it was overhauling its leadership amid its most significant safety crisis in years, announcing sweeping changes that included the departure of its chief executive, Dave Calhoun, at the end of the year ...
High Level Abstractions:

(leadership,executive,crisis)
(leadership,executive,overhauling)
(leadership,executive,safety)
Inferred entity relationships (8)
(executive,leadership,professional_engineering_employees) [inferred]
(leadership,safety) [inferred]
(executive,leadership,overhauling) [inferred]
(executive,leadership,shake-up) [inferred]
(executive,leadership,questions) [inferred]
(executive,leadership,ray_goforth) [inferred]
(executive,leadership,safety) [inferred]
(executive,leadership,society) [inferred]

WIP - Back to HLA

Boeing abruptly said on Monday that it was overhauling its leadership amid its most significant safety crisis in years, announcing sweeping changes that included the departure of its chief executive, Dave Calhoun, at the end of the year. ...
High Level Abstractions:

(leadership,executive,dave_calhoun)
Inferred entity relationships (7)
(executive,leadership,professional_engineering_employees) [inferred]
(executive,leadership,overhauling) [inferred]
(executive,leadership,shake-up) [inferred]
(executive,leadership,questions) [inferred]
(executive,leadership,ray_goforth) [inferred]
(executive,leadership,safety) [inferred]
(executive,leadership,society) [inferred]

WIP - Back to HLA

His departure is all the more surprising because Boeing's board in 2021 raised the mandatory retirement age for the chief executive to 70, from 65, to allow Mr. Calhoun to stay in the job until April 2028.. . The leadership shake-up raises urgent questions about Boeing's succession planning. Ms. Pope now has a big job trying to fix commercial planes division ...
High Level Abstractions:

(leadership,shake-up)
(leadership,questions)

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Discussions about changes to the company's leadership have been going on for some time. Late last year, the company appointed Ms. Pope its chief operating officer, a move that was seen as setting her up to take over for Mr. ...
High Level Abstractions:

(leadership,operating)

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"The eyes of the world are on us, and I know we will come through this moment a better company, building on all the learnings we accumulated as we worked together to rebuild Boeing over the last number of years," he said. ...
High Level Abstractions:

(leadership,learnings)

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One union leader, who represents more than 19,000 engineers, scientists, pilots and other employees at Boeing and its supplier Spirit AeroSystems, said the plane maker's management needed to make more far-reaching changes to regain its credibility. ...
High Level Abstractions:

(executive,scientists)
(executive,employees)
(executive,spirit_aerosystems)

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Boeing also announced that its chairman, Larry Kellner, would not stand for re-election. The board elected Steve Mollenkopf, an electrical engineer by training and the former chief executive of Qualcomm, as its new chairman ...
High Level Abstractions:

(executive,re-election)
(executive,steve_mollenkopf)

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The board elected Steve Mollenkopf, an electrical engineer by training and the former chief executive of Qualcomm, as its new chairman. In that role, he will lead the process of choosing Boeing's next chief executive ...
High Level Abstractions:

(executive,qualcomm)

Semantics Relevance

Boeing C.E.O. to Step Down in Major Reshuffle at Embattled Plane ...