Triple
T13425105
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GM vehicle platform |
E313459
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object |
GM engineering divisions
GM engineering divisions are the internal General Motors organizations responsible for designing, engineering, and developing the company’s vehicle platforms and related technologies.
|
E76320
|
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: GM engineering divisions | Statement: [GM vehicle platform, developedBy, GM engineering divisions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: GM engineering divisions Context triple: [GM vehicle platform, developedBy, GM engineering divisions]
-
A.
Engine Division
Engine Division is a specialized unit of Hindustan Aeronautics Limited responsible for the design, manufacture, overhaul, and support of aircraft engines for military and civil aviation.
-
B.
Ford Powertrain Engineering
Ford Powertrain Engineering is the division of Ford Motor Company responsible for the design, development, and optimization of the automaker’s engines and related powertrain systems.
-
C.
Automobile Division
The Automobile Division is a specialist branch of the Institution of Mechanical Engineers focused on advancing automotive engineering and technology.
-
D.
General Motors Technical Center
The General Motors Technical Center is a landmark mid-20th-century corporate research and design campus in Warren, Michigan, celebrated as a masterpiece of modernist architecture and planning.
-
E.
Volkswagen Group vehicle engineering divisions
Volkswagen Group vehicle engineering divisions are the internal technical units responsible for designing, developing, and integrating the automotive platforms, powertrains, and vehicle systems across the group’s various car brands.
- 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: GM engineering divisions Triple: [GM vehicle platform, developedBy, GM engineering divisions]
Generated description
GM engineering divisions are the internal General Motors organizations responsible for designing, engineering, and developing the company’s vehicle platforms and related technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: GM engineering divisions Target entity description: GM engineering divisions are the internal General Motors organizations responsible for designing, engineering, and developing the company’s vehicle platforms and related technologies.
-
A.
Engine Division
Engine Division is a specialized unit of Hindustan Aeronautics Limited responsible for the design, manufacture, overhaul, and support of aircraft engines for military and civil aviation.
-
B.
Ford Powertrain Engineering
Ford Powertrain Engineering is the division of Ford Motor Company responsible for the design, development, and optimization of the automaker’s engines and related powertrain systems.
-
C.
Automobile Division
The Automobile Division is a specialist branch of the Institution of Mechanical Engineers focused on advancing automotive engineering and technology.
-
D.
General Motors Technical Center
chosen
The General Motors Technical Center is a landmark mid-20th-century corporate research and design campus in Warren, Michigan, celebrated as a masterpiece of modernist architecture and planning.
-
E.
Volkswagen Group vehicle engineering divisions
Volkswagen Group vehicle engineering divisions are the internal technical units responsible for designing, developing, and integrating the automotive platforms, powertrains, and vehicle systems across the group’s various car brands.
- 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_69d806ad0c44819088833ae1ec9e9690 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaed066408190a416880affd8416e |
completed | April 12, 2026, 2:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7308673488190a64f4b205899605b |
completed | May 3, 2026, 11:24 a.m. |
| NEDg | Description generation | batch_69f7316101e48190b3ec59a4376a0562 |
completed | May 3, 2026, 11:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f731f8e98c8190becfad8e3a371484 |
completed | May 3, 2026, 11:31 a.m. |
Created at: April 9, 2026, 9:39 p.m.