Triple
T4437351
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | General Atomics |
E95683
|
entity |
| Predicate | foundedBy |
P104
|
FINISHED |
| Object |
James Neal Blue
James Neal Blue is an American businessman best known as the co-owner and chairman of General Atomics, a major defense and technology company.
|
E440248
|
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: James Neal Blue | Statement: [General Atomics, foundedBy, James Neal Blue]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Neal Blue Context triple: [General Atomics, foundedBy, James Neal Blue]
-
A.
Drake Sather
Drake Sather was an American stand-up comedian and television writer best known for co-creating the character that inspired the film "Zoolander."
-
B.
Travis Zajac
Travis Zajac is a Canadian former professional ice hockey center best known for his long NHL career with the New Jersey Devils.
-
C.
Matt Noveskey
Matt Noveskey is an American bassist, songwriter, and producer best known for his long-time role in the alternative rock band Blue October.
-
D.
Scott Malkin
Scott Malkin is an American businessman and investor best known as a co-owner of the NHL’s New York Islanders and for his work in international retail real estate.
-
E.
T.J. Oshie
T.J. Oshie is an American professional ice hockey forward known for his scoring ability, physical play, and clutch performances in the NHL and international competition.
- 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: James Neal Blue Triple: [General Atomics, foundedBy, James Neal Blue]
Generated description
James Neal Blue is an American businessman best known as the co-owner and chairman of General Atomics, a major defense and technology company.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Neal Blue Target entity description: James Neal Blue is an American businessman best known as the co-owner and chairman of General Atomics, a major defense and technology company.
-
A.
Drake Sather
Drake Sather was an American stand-up comedian and television writer best known for co-creating the character that inspired the film "Zoolander."
-
B.
Travis Zajac
Travis Zajac is a Canadian former professional ice hockey center best known for his long NHL career with the New Jersey Devils.
-
C.
Matt Noveskey
Matt Noveskey is an American bassist, songwriter, and producer best known for his long-time role in the alternative rock band Blue October.
-
D.
Scott Malkin
Scott Malkin is an American businessman and investor best known as a co-owner of the NHL’s New York Islanders and for his work in international retail real estate.
-
E.
T.J. Oshie
T.J. Oshie is an American professional ice hockey forward known for his scoring ability, physical play, and clutch performances in the NHL and international competition.
- 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_69b3453ea2b48190a26f154b3b8fece5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3558b1d4481909060ede5e0ded4bc |
completed | March 13, 2026, 12:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6137960908190814cbdf0b4e56542 |
completed | March 15, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69b61439a86c8190849c5af718ddc647 |
completed | March 15, 2026, 2:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b614d6106c81908a601f540622f934 |
completed | March 15, 2026, 2:09 a.m. |
Created at: March 12, 2026, 11:31 p.m.