Triple
T4015967
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paul French |
E90758
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object | Isaac Asimov |
E6350
|
NE FINISHED |
How this triple was built (2 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: Isaac Asimov | Statement: [Paul French, usedBy, Isaac Asimov]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Isaac Asimov Context triple: [Paul French, usedBy, Isaac Asimov]
-
A.
Isaac Asimov
chosen
Isaac Asimov was a prolific American science fiction author and biochemist renowned for works like the Foundation series and his popular science writing.
-
B.
David Asimov
David Asimov is the son of famed science fiction author Isaac Asimov, known primarily for this familial connection.
-
C.
Cyril M. Kornbluth
Cyril M. Kornbluth was an influential American science fiction writer known for his sharp social satire and classic mid-20th-century works such as "The Marching Morons" and "The Space Merchants" (with Frederik Pohl).
-
D.
James Blish
James Blish was an influential American science fiction author and critic, best known for his "Cities in Flight" series and for helping shape mid-20th-century science fiction through both his fiction and literary analysis.
-
E.
Frederik Pohl
Frederik Pohl was an influential American science fiction writer, editor, and fan whose career spanned over seven decades and helped shape modern speculative fiction.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69aed95e44088190aff7d90a151b1b20 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefaa7352481908232534c89a698e7 |
completed | March 9, 2026, 4:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b556295aa081908e803233b986fec9 |
completed | March 14, 2026, 12:35 p.m. |
Created at: March 9, 2026, 3:35 p.m.