Triple
T12361122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dangerous Liaisons |
E294738
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Norman Heyman
Norman Heyman is a film producer best known for his work on the acclaimed period drama "Dangerous Liaisons."
|
E1023146
|
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: Norman Heyman | Statement: [Dangerous Liaisons, producer, Norman Heyman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Norman Heyman Context triple: [Dangerous Liaisons, producer, Norman Heyman]
-
A.
Norman Bluhm
Norman Bluhm was an American abstract expressionist painter known for his dynamic, gestural canvases that bridged action painting and lyrical abstraction.
-
B.
Norman Hilberry
Norman Hilberry was an American physicist and administrator best known for his leadership roles in the Manhattan Project and later as director of Argonne National Laboratory.
-
C.
Norman Z. McLeod
Norman Z. McLeod was an American film director best known for his work on classic Hollywood comedies in the 1930s and 1940s, including films with the Marx Brothers and W.C. Fields.
-
D.
Norman Leavitt
Norman Leavitt was an American character actor known for his numerous supporting roles in mid-20th-century film and television comedies.
-
E.
Norman Frank
Norman Frank is a member of the Frank family, known primarily as a relative of German author and Nazi critic Niklas Frank.
- 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: Norman Heyman Triple: [Dangerous Liaisons, producer, Norman Heyman]
Generated description
Norman Heyman is a film producer best known for his work on the acclaimed period drama "Dangerous Liaisons."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Norman Heyman Target entity description: Norman Heyman is a film producer best known for his work on the acclaimed period drama "Dangerous Liaisons."
-
A.
Norman Bluhm
Norman Bluhm was an American abstract expressionist painter known for his dynamic, gestural canvases that bridged action painting and lyrical abstraction.
-
B.
Norman Hilberry
Norman Hilberry was an American physicist and administrator best known for his leadership roles in the Manhattan Project and later as director of Argonne National Laboratory.
-
C.
Norman Z. McLeod
Norman Z. McLeod was an American film director best known for his work on classic Hollywood comedies in the 1930s and 1940s, including films with the Marx Brothers and W.C. Fields.
-
D.
Norman Leavitt
Norman Leavitt was an American character actor known for his numerous supporting roles in mid-20th-century film and television comedies.
-
E.
Norman Frank
Norman Frank is a member of the Frank family, known primarily as a relative of German author and Nazi critic Niklas Frank.
- 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_69d6ab6d8a4081908636601e69ddf262 |
completed | April 8, 2026, 7:24 p.m. |
| NER | Named-entity recognition | batch_69d93f91a1908190a8a4fa9da3b47933 |
completed | April 10, 2026, 6:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e256fe408190bd40b62eb51b6ef9 |
completed | May 3, 2026, 5:51 a.m. |
| NEDg | Description generation | batch_69f6e62bfa4c8190ac8ae42a1a53f521 |
completed | May 3, 2026, 6:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6e6c30144819096acf6de7317d097 |
completed | May 3, 2026, 6:10 a.m. |
Created at: April 8, 2026, 9:54 p.m.