Triple
T17347373
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hubert Dreyfus |
E421718
|
entity |
| Predicate | coAuthor |
P398
|
FINISHED |
| Object | Stuart Dreyfus |
—
|
NE ONDG |
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: Stuart Dreyfus | Statement: [Hubert Dreyfus, coAuthor, Stuart Dreyfus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Stuart Dreyfus Context triple: [Hubert Dreyfus, coAuthor, Stuart Dreyfus]
-
A.
Stuart Brotman
Stuart Brotman is an American voice actor best known for portraying Peppermint Patty in the early Peanuts animated television specials.
-
B.
Stuart Scheftel
Stuart Scheftel was an American businessman and public figure, notably known as the husband of Irish-American actress Geraldine Fitzgerald.
-
C.
Stuart Feldman
Stuart Feldman is an American computer scientist best known for creating the Unix `make` build automation tool and for his influential work in software engineering and research leadership.
-
D.
Stuart Blumberg
Stuart Blumberg is an American screenwriter, director, and producer best known for his work on character-driven independent films, including the acclaimed drama "The Kids Are All Right."
-
E.
Garth Drabinsky
Garth Drabinsky is a Canadian theatrical producer and former film executive best known for staging large-scale Broadway and international productions, including the musical "Ragtime."
- 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: Stuart Dreyfus Triple: [Hubert Dreyfus, coAuthor, Stuart Dreyfus]
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Stuart Dreyfus Target entity description: Stuart Dreyfus is an American engineer and academic known for his work in applied mathematics, operations research, and decision-making, often in collaboration with his brother Hubert Dreyfus.
-
A.
Stuart Brotman
Stuart Brotman is an American voice actor best known for portraying Peppermint Patty in the early Peanuts animated television specials.
-
B.
Stuart Scheftel
Stuart Scheftel was an American businessman and public figure, notably known as the husband of Irish-American actress Geraldine Fitzgerald.
-
C.
Stuart Feldman
Stuart Feldman is an American computer scientist best known for creating the Unix `make` build automation tool and for his influential work in software engineering and research leadership.
-
D.
Stuart Blumberg
Stuart Blumberg is an American screenwriter, director, and producer best known for his work on character-driven independent films, including the acclaimed drama "The Kids Are All Right."
-
E.
Garth Drabinsky
Garth Drabinsky is a Canadian theatrical producer and former film executive best known for staging large-scale Broadway and international productions, including the musical "Ragtime."
- F. None of above. chosen
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_69d889d520008190a26917a95bf1c2ea |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43a2a2ee48190976732e654a40053 |
completed | April 19, 2026, 2:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0195546198819085804ec0b5b18040 |
completed | May 11, 2026, 8:37 a.m. |
| NEDg | Description generation | batch_6a01965807cc819088792a88b8a099d3 |
in_progress | May 11, 2026, 8:42 a.m. |
Created at: April 10, 2026, 5:44 a.m.