Triple
T1552636
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | My Years with General Motors |
E33126
|
entity |
| Predicate | setting |
P1957
|
FINISHED |
| Object |
United States automotive industry
The United States automotive industry is the historically dominant car manufacturing sector centered in companies like General Motors, Ford, and Chrysler, which has played a crucial role in shaping American industrialization, labor, and consumer culture.
|
E2757
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: United States automotive industry | Statement: [My Years with General Motors, setting, United States automotive industry]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States automotive industry Context triple: [My Years with General Motors, setting, United States automotive industry]
-
A.
General Motors North American manufacturing network
The General Motors North American manufacturing network is the integrated system of GM vehicle and component plants across North America that coordinates production, assembly, and distribution of the company’s automotive products.
-
B.
Postwar revival of Ford Motor Company
The Postwar revival of Ford Motor Company refers to the sweeping restructuring and modernization of Ford under Henry Ford II after World War II, which transformed the struggling family firm into a professionally managed, globally competitive automaker.
-
C.
U.S. auto industry crisis of 2008–2010
The U.S. auto industry crisis of 2008–2010 was a severe financial and operational downturn that nearly bankrupted major American car manufacturers, prompting large-scale government bailouts and restructuring of the sector.
-
D.
Detroit Big Three automakers
The Detroit Big Three automakers are the three major American car manufacturers—General Motors, Ford, and Stellantis North America (formerly Chrysler)—historically centered in Detroit and long dominant in the U.S. automotive industry.
-
E.
Presidential Task Force on the Auto Industry
The Presidential Task Force on the Auto Industry was a U.S. government body created under the Obama administration to oversee and manage the restructuring and bailout of major American automakers during the late-2000s financial crisis.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: United States automotive industry Triple: [My Years with General Motors, setting, United States automotive industry]
Generated description
The United States automotive industry is the historically dominant car manufacturing sector centered in companies like General Motors, Ford, and Chrysler, which has played a crucial role in shaping American industrialization, labor, and consumer culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United States automotive industry Target entity description: The United States automotive industry is the historically dominant car manufacturing sector centered in companies like General Motors, Ford, and Chrysler, which has played a crucial role in shaping American industrialization, labor, and consumer culture.
-
A.
General Motors North American manufacturing network
The General Motors North American manufacturing network is the integrated system of GM vehicle and component plants across North America that coordinates production, assembly, and distribution of the company’s automotive products.
-
B.
Postwar revival of Ford Motor Company
The Postwar revival of Ford Motor Company refers to the sweeping restructuring and modernization of Ford under Henry Ford II after World War II, which transformed the struggling family firm into a professionally managed, globally competitive automaker.
-
C.
U.S. auto industry crisis of 2008–2010
The U.S. auto industry crisis of 2008–2010 was a severe financial and operational downturn that nearly bankrupted major American car manufacturers, prompting large-scale government bailouts and restructuring of the sector.
-
D.
Detroit Big Three automakers
chosen
The Detroit Big Three automakers are the three major American car manufacturers—General Motors, Ford, and Stellantis North America (formerly Chrysler)—historically centered in Detroit and long dominant in the U.S. automotive industry.
-
E.
Presidential Task Force on the Auto Industry
The Presidential Task Force on the Auto Industry was a U.S. government body created under the Obama administration to oversee and manage the restructuring and bailout of major American automakers during the late-2000s financial crisis.
- F. None of above.
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69a885ee6db8819099502bc5ce8af881 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a9086aed94819085c8194b4127c278 |
completed | March 5, 2026, 4:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad30a504a881909b01fc27e0b879e7 |
completed | March 8, 2026, 8:17 a.m. |
| NEDg | Description generation | batch_69ad31185d6c8190b833943c412d3f96 |
completed | March 8, 2026, 8:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad31d1f9648190b9da156484062608 |
completed | March 8, 2026, 8:22 a.m. |
Created at: March 4, 2026, 7:26 p.m.