Triple
T1235552
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sex and the City (film) |
E26539
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
John Melfi
John Melfi is an American television and film producer known for his work on acclaimed series such as "Sex and the City," "House of Cards," and "Rome."
|
E140864
|
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: John Melfi | Statement: [Sex and the City (film), producer, John Melfi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: John Melfi Context triple: [Sex and the City (film), producer, John Melfi]
-
A.
Geno Auriemma
Geno Auriemma is a Hall of Fame college basketball coach renowned for building the University of Connecticut women’s program into a dominant national powerhouse with multiple NCAA championships.
-
B.
Steve Pikiell
Steve Pikiell is an American college basketball coach best known for revitalizing the Rutgers Scarlet Knights men’s program and leading them back to national relevance and NCAA Tournament contention.
-
C.
Richard Pitino
Richard Pitino is an American college basketball coach known for leading multiple Division I programs, including the New Mexico Lobos and previously the Minnesota Golden Gophers.
-
D.
Eric Mangini
Eric Mangini is an American football coach best known for serving as head coach of the New York Jets and Cleveland Browns in the NFL.
-
E.
Bo Ryan
Bo Ryan is an American basketball coach best known for his successful tenure leading the University of Wisconsin men's basketball program, where he built a nationally respected, defense-oriented team.
- 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: John Melfi Triple: [Sex and the City (film), producer, John Melfi]
Generated description
John Melfi is an American television and film producer known for his work on acclaimed series such as "Sex and the City," "House of Cards," and "Rome."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: John Melfi Target entity description: John Melfi is an American television and film producer known for his work on acclaimed series such as "Sex and the City," "House of Cards," and "Rome."
-
A.
Geno Auriemma
Geno Auriemma is a Hall of Fame college basketball coach renowned for building the University of Connecticut women’s program into a dominant national powerhouse with multiple NCAA championships.
-
B.
Steve Pikiell
Steve Pikiell is an American college basketball coach best known for revitalizing the Rutgers Scarlet Knights men’s program and leading them back to national relevance and NCAA Tournament contention.
-
C.
Richard Pitino
Richard Pitino is an American college basketball coach known for leading multiple Division I programs, including the New Mexico Lobos and previously the Minnesota Golden Gophers.
-
D.
Eric Mangini
Eric Mangini is an American football coach best known for serving as head coach of the New York Jets and Cleveland Browns in the NFL.
-
E.
Bo Ryan
Bo Ryan is an American basketball coach best known for his successful tenure leading the University of Wisconsin men's basketball program, where he built a nationally respected, defense-oriented team.
- 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_69a4948571c88190a9191e451e6035fd |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4bf169868819090cfab7e34c40c67 |
completed | March 1, 2026, 10:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac8a18b0f48190adb5b2c1e2a1019a |
completed | March 7, 2026, 8:27 p.m. |
| NEDg | Description generation | batch_69ac8aa863a08190b21071a4ed2e74b9 |
completed | March 7, 2026, 8:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac8b72cb6c8190984bd3d4b0d54262 |
completed | March 7, 2026, 8:32 p.m. |
Created at: March 1, 2026, 7:47 p.m.