Triple
T2954694
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GM Orion Assembly Plant |
E79903
|
entity |
| Predicate | hasLaborUnion |
P11919
|
FINISHED |
| Object | United Auto Workers |
E15985
|
NE FINISHED |
How this triple was built (3 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 Auto Workers | Statement: [GM Orion Assembly Plant, hasLaborUnion, United Auto Workers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United Auto Workers Context triple: [GM Orion Assembly Plant, hasLaborUnion, United Auto Workers]
-
A.
United Auto Workers
chosen
The United Auto Workers is a major American labor union representing workers in the automobile, aerospace, and other manufacturing industries, known for its influential role in collective bargaining and labor rights.
-
B.
United Steelworkers of America
The United Steelworkers of America is a major North American labor union representing workers primarily in the steel, manufacturing, and related industries.
-
C.
United Electrical, Radio and Machine Workers of America
The United Electrical, Radio and Machine Workers of America is an independent, progressive labor union in the United States known for representing workers in electrical, radio, and manufacturing industries and for its long history of militant, rank-and-file unionism.
-
D.
International Association of Machinists
The International Association of Machinists is a major North American labor union representing machinists and other industrial workers in sectors such as aerospace, transportation, and manufacturing.
-
E.
AFL–CIO
The AFL–CIO is the largest federation of labor unions in the United States, formed by the merger of major labor organizations and representing millions of workers across diverse industries.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasLaborUnion Context triple: [GM Orion Assembly Plant, hasLaborUnion, United Auto Workers]
-
A.
laborUnion
chosen
Indicates that an entity is a labor union representing workers in collective employment-related matters.
-
B.
hasTradeUnionWing
Indicates that an organization has an affiliated trade union branch or division that represents workers’ interests.
-
C.
associatedWithTradeUnions
Indicates that there is a relationship of involvement, connection, or affiliation between an entity and one or more trade unions.
-
D.
hasLaborRepresentation
Indicates that an entity is represented by a labor organization, such as a union or workers’ council, in employment-related matters.
-
E.
UnionStrength
Indicates the degree of solidarity, cohesion, and collective bargaining power within or among unions in a given context.
- F. None of above.
Provenance (4 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_69ad8b1276588190a374a0b12e0f7bdf |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69ad98ff874c81908077a90fdc5e8549 |
completed | March 8, 2026, 3:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b0fc86af78819089ff24f2621b151f |
completed | March 11, 2026, 5:24 a.m. |
| PD | Predicate disambiguation | batch_69ad960c5c8881909d679912bd7d78f3 |
completed | March 8, 2026, 3:30 p.m. |
Created at: March 8, 2026, 2:57 p.m.