Triple
T1053356
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boeing AH-64 Apache |
E22747
|
entity |
| Predicate | originalDeveloper |
P184
|
FINISHED |
| Object |
Hughes Helicopters
Hughes Helicopters was an American aerospace manufacturer best known for developing influential military and civilian helicopters, including the early designs that led to the AH-64 Apache.
|
E128371
|
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: Hughes Helicopters | Statement: [Boeing AH-64 Apache, originalDeveloper, Hughes Helicopters]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hughes Helicopters Context triple: [Boeing AH-64 Apache, originalDeveloper, Hughes Helicopters]
-
A.
Leonardo Helicopters
Leonardo Helicopters is the helicopter division of the Italian aerospace and defense company Leonardo S.p.A., known for designing and manufacturing civil and military rotary-wing aircraft.
-
B.
Sikorsky Aircraft (until divestiture)
Sikorsky Aircraft is a renowned American aerospace manufacturer best known for designing and producing military and civilian helicopters, including the iconic Black Hawk series.
-
C.
Airbus Helicopters
Airbus Helicopters is the Airbus Group’s helicopter manufacturing division, known as one of the world’s leading producers of civil and military rotary-wing aircraft.
-
D.
Folland Aircraft
Folland Aircraft was a British aircraft manufacturer best known for producing light fighter and trainer aircraft in the post-World War II era.
-
E.
Bell Textron
Bell Textron is a major American aerospace manufacturer best known for designing and producing helicopters and tiltrotor aircraft for both military and commercial use.
- 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: Hughes Helicopters Triple: [Boeing AH-64 Apache, originalDeveloper, Hughes Helicopters]
Generated description
Hughes Helicopters was an American aerospace manufacturer best known for developing influential military and civilian helicopters, including the early designs that led to the AH-64 Apache.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hughes Helicopters Target entity description: Hughes Helicopters was an American aerospace manufacturer best known for developing influential military and civilian helicopters, including the early designs that led to the AH-64 Apache.
-
A.
Leonardo Helicopters
Leonardo Helicopters is the helicopter division of the Italian aerospace and defense company Leonardo S.p.A., known for designing and manufacturing civil and military rotary-wing aircraft.
-
B.
Sikorsky Aircraft (until divestiture)
Sikorsky Aircraft is a renowned American aerospace manufacturer best known for designing and producing military and civilian helicopters, including the iconic Black Hawk series.
-
C.
Airbus Helicopters
Airbus Helicopters is the Airbus Group’s helicopter manufacturing division, known as one of the world’s leading producers of civil and military rotary-wing aircraft.
-
D.
Folland Aircraft
Folland Aircraft was a British aircraft manufacturer best known for producing light fighter and trainer aircraft in the post-World War II era.
-
E.
Bell Textron
Bell Textron is a major American aerospace manufacturer best known for designing and producing helicopters and tiltrotor aircraft for both military and commercial use.
- F. None of above. chosen
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_69a493da02e081908c13ff5e02a0fe7a |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b8b644088190a1f0f00f97941298 |
completed | March 1, 2026, 10:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac53864a20819081fc59e7102a6e00 |
completed | March 7, 2026, 4:34 p.m. |
| NEDg | Description generation | batch_69ac546c2fa08190a220463913fe727b |
completed | March 7, 2026, 4:38 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac554c76b48190842013a07891cfe4 |
completed | March 7, 2026, 4:41 p.m. |
Created at: March 1, 2026, 7:42 p.m.