Triple
T4168074
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kinky Boots |
E84491
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Hal Luftig
Hal Luftig is a prominent American theatrical producer known for his work on major Broadway shows, including multiple Tony Award–winning productions.
|
E416734
|
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: Hal Luftig | Statement: [Kinky Boots, producer, Hal Luftig]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hal Luftig Context triple: [Kinky Boots, producer, Hal Luftig]
-
A.
Robert L. May
Robert L. May was an American copywriter and author best known for creating the Christmas character Rudolph the Red-Nosed Reindeer.
-
B.
Seymour Boorstein
Seymour Boorstein was an American psychiatrist and psychoanalyst known for integrating psychoanalytic theory with spirituality and transpersonal psychology.
-
C.
Joseph Stein
Joseph Stein was an American playwright and screenwriter best known for writing the book for the hit musical "Fiddler on the Roof."
-
D.
Edward Kaufman
Edward Kaufman was an American screenwriter best known for his work on classic Hollywood films, including the 1934 musical comedy "The Gay Divorcee."
-
E.
David B. Steinman
David B. Steinman was a prominent American civil engineer and bridge designer known for his innovative long-span suspension bridges in the 20th century.
- 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: Hal Luftig Triple: [Kinky Boots, producer, Hal Luftig]
Generated description
Hal Luftig is a prominent American theatrical producer known for his work on major Broadway shows, including multiple Tony Award–winning productions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hal Luftig Target entity description: Hal Luftig is a prominent American theatrical producer known for his work on major Broadway shows, including multiple Tony Award–winning productions.
-
A.
Robert L. May
Robert L. May was an American copywriter and author best known for creating the Christmas character Rudolph the Red-Nosed Reindeer.
-
B.
Seymour Boorstein
Seymour Boorstein was an American psychiatrist and psychoanalyst known for integrating psychoanalytic theory with spirituality and transpersonal psychology.
-
C.
Joseph Stein
Joseph Stein was an American playwright and screenwriter best known for writing the book for the hit musical "Fiddler on the Roof."
-
D.
Edward Kaufman
Edward Kaufman was an American screenwriter best known for his work on classic Hollywood films, including the 1934 musical comedy "The Gay Divorcee."
-
E.
David B. Steinman
David B. Steinman was a prominent American civil engineer and bridge designer known for his innovative long-span suspension bridges in the 20th century.
- 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_69aed932cab48190b80ffe35f7029ae1 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af02c573788190a60ab3f83b07a6f6 |
completed | March 9, 2026, 5:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b57f4c2c988190959496cc0cc31cac |
completed | March 14, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_69b57fe89ed0819089d7e56568755b1c |
completed | March 14, 2026, 3:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5805cb7e88190b2f6ed6a18de9319 |
completed | March 14, 2026, 3:35 p.m. |
Created at: March 9, 2026, 3:44 p.m.