Triple
T20652942
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Johnny Stark |
E507546
|
entity |
| Predicate | knownAs |
P39
|
FINISHED |
| Object |
French impresario Johnny Stark
French impresario Johnny Stark was a prominent 20th-century talent manager and producer best known for discovering and managing iconic French singer Mireille Mathieu.
|
E1443105
|
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: French impresario Johnny Stark | Statement: [Johnny Stark, knownAs, French impresario Johnny Stark]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: French impresario Johnny Stark Context triple: [Johnny Stark, knownAs, French impresario Johnny Stark]
-
A.
Billy Francis
Billy Francis was an American musician best known as the keyboardist and a vocalist for the rock band Dr. Hook & the Medicine Show.
-
B.
Johnny Rocco
Johnny Rocco is a 1958 American crime drama film in which a young boy becomes entangled with gangsters while trying to help his wrongly accused father.
-
C.
Billy Rose
Billy Rose was an American impresario, theatrical producer, and lyricist known for his Broadway shows and high-profile marriages, including to comedian Fanny Brice.
-
D.
Horace Manges
Horace Manges was an American lawyer and co-founder of the prominent international law firm Weil, Gotshal & Manges LLP.
-
E.
Joseph Stefano
Joseph Stefano was an American screenwriter and producer best known for adapting Robert Bloch’s novel into Alfred Hitchcock’s classic film "Psycho" and for his work on the television series "The Outer Limits."
- 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: French impresario Johnny Stark Triple: [Johnny Stark, knownAs, French impresario Johnny Stark]
Generated description
French impresario Johnny Stark was a prominent 20th-century talent manager and producer best known for discovering and managing iconic French singer Mireille Mathieu.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: French impresario Johnny Stark Target entity description: French impresario Johnny Stark was a prominent 20th-century talent manager and producer best known for discovering and managing iconic French singer Mireille Mathieu.
-
A.
Billy Francis
Billy Francis was an American musician best known as the keyboardist and a vocalist for the rock band Dr. Hook & the Medicine Show.
-
B.
Johnny Rocco
Johnny Rocco is a 1958 American crime drama film in which a young boy becomes entangled with gangsters while trying to help his wrongly accused father.
-
C.
Billy Rose
Billy Rose was an American impresario, theatrical producer, and lyricist known for his Broadway shows and high-profile marriages, including to comedian Fanny Brice.
-
D.
Horace Manges
Horace Manges was an American lawyer and co-founder of the prominent international law firm Weil, Gotshal & Manges LLP.
-
E.
Joseph Stefano
Joseph Stefano was an American screenwriter and producer best known for adapting Robert Bloch’s novel into Alfred Hitchcock’s classic film "Psycho" and for his work on the television series "The Outer Limits."
- 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_69e0b4bf58c081908e52a4500e03ff83 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6af22d6bc8190b9d6877aba5704eb |
completed | April 20, 2026, 10:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a08c595b26081908cef5883fa97210a |
completed | May 16, 2026, 7:29 p.m. |
| NEDg | Description generation | batch_6a08c6b3abf881909c9cb0e6ec85b84f |
completed | May 16, 2026, 7:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08c778429081909235b628ba07d574 |
completed | May 16, 2026, 7:37 p.m. |
Created at: April 16, 2026, 11:43 a.m.