Triple
T18298474
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Larry Niven |
E438293
|
entity |
| Predicate | collaboratedWith |
P435
|
FINISHED |
| Object |
Steven Barnes
Steven Barnes is an American science fiction author and screenwriter known for his collaborations with Larry Niven and his works exploring race, history, and speculative futures.
|
E1318597
|
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: Steven Barnes | Statement: [Larry Niven, collaboratedWith, Steven Barnes]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Steven Barnes Context triple: [Larry Niven, collaboratedWith, Steven Barnes]
-
A.
Leo Barnes
Leo Barnes is a former police sergeant turned security chief who becomes a key resistance figure fighting to end the annual Purge in the dystopian horror-thriller film series.
-
B.
Eric Bates
Eric Bates is the young, wealthy boy in the 1982 comedy film "The Toy" who whimsically "purchases" a man as his personal companion, driving much of the movie’s plot and humor.
-
C.
Eric Bates
Eric Bates is an individual known primarily in relation to Jack Brown, though specific public details about his life or work are not widely documented.
-
D.
Jonathan Baker
Jonathan Baker is an English Anglican bishop who serves as the Bishop of Fulham, providing episcopal oversight particularly for traditionalist parishes within the Church of England.
-
E.
Jonathan Baker
Jonathan Baker is a film producer known for his work on the romantic drama "Sylvie’s Love."
- 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: Steven Barnes Triple: [Larry Niven, collaboratedWith, Steven Barnes]
Generated description
Steven Barnes is an American science fiction author and screenwriter known for his collaborations with Larry Niven and his works exploring race, history, and speculative futures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Steven Barnes Target entity description: Steven Barnes is an American science fiction author and screenwriter known for his collaborations with Larry Niven and his works exploring race, history, and speculative futures.
-
A.
Leo Barnes
Leo Barnes is a former police sergeant turned security chief who becomes a key resistance figure fighting to end the annual Purge in the dystopian horror-thriller film series.
-
B.
Eric Bates
Eric Bates is the young, wealthy boy in the 1982 comedy film "The Toy" who whimsically "purchases" a man as his personal companion, driving much of the movie’s plot and humor.
-
C.
Eric Bates
Eric Bates is an individual known primarily in relation to Jack Brown, though specific public details about his life or work are not widely documented.
-
D.
Jonathan Baker
Jonathan Baker is an English Anglican bishop who serves as the Bishop of Fulham, providing episcopal oversight particularly for traditionalist parishes within the Church of England.
-
E.
Jonathan Baker
Jonathan Baker is a film producer known for his work on the romantic drama "Sylvie’s Love."
- 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_69d8b915e3e881909125d760c15d0c29 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e5017d96588190ac1e326803142976 |
completed | April 19, 2026, 4:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03c4ba8f2c819084cfe92ef3189126 |
completed | May 13, 2026, 12:24 a.m. |
| NEDg | Description generation | batch_6a03c6004d8481908c8e0d5aca374dd3 |
completed | May 13, 2026, 12:29 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03c705efbc8190a66a8a1016c5eacd |
completed | May 13, 2026, 12:34 a.m. |
Created at: April 10, 2026, 10:35 a.m.