Triple
T9952825
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | NCIS: New Orleans |
E195369
|
entity |
| Predicate | executiveProducer |
P7225
|
FINISHED |
| Object |
James Hayman
James Hayman is an American television producer and director known for his work on numerous network dramas, including serving as an executive producer on NCIS: New Orleans.
|
E833197
|
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: James Hayman | Statement: [NCIS: New Orleans, executiveProducer, James Hayman]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James Hayman Context triple: [NCIS: New Orleans, executiveProducer, James Hayman]
-
A.
Charles Hoffman
Charles Hoffman is a relatively obscure individual whose specific notability is not clearly identifiable from the given information alone.
-
B.
James Haygood
James Haygood is a film editor known for his work on major feature films and commercials, including editing the thriller "Panic Room."
-
C.
Bill Leen
Bill Leen is an American bassist best known as a founding member of the alternative rock band Gin Blossoms.
-
D.
John Haviland
John Haviland was a prominent 19th-century British-born American architect best known for pioneering radial-plan prison designs and influencing modern penitentiary architecture.
-
E.
Richard Hageman
Richard Hageman was a Dutch-born American composer and conductor best known for his film scores, including his Academy Award-winning work on classic Hollywood Westerns.
- 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: James Hayman Triple: [NCIS: New Orleans, executiveProducer, James Hayman]
Generated description
James Hayman is an American television producer and director known for his work on numerous network dramas, including serving as an executive producer on NCIS: New Orleans.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James Hayman Target entity description: James Hayman is an American television producer and director known for his work on numerous network dramas, including serving as an executive producer on NCIS: New Orleans.
-
A.
Charles Hoffman
Charles Hoffman is a relatively obscure individual whose specific notability is not clearly identifiable from the given information alone.
-
B.
James Haygood
James Haygood is a film editor known for his work on major feature films and commercials, including editing the thriller "Panic Room."
-
C.
Bill Leen
Bill Leen is an American bassist best known as a founding member of the alternative rock band Gin Blossoms.
-
D.
John Haviland
John Haviland was a prominent 19th-century British-born American architect best known for pioneering radial-plan prison designs and influencing modern penitentiary architecture.
-
E.
Richard Hageman
Richard Hageman was a Dutch-born American composer and conductor best known for his film scores, including his Academy Award-winning work on classic Hollywood Westerns.
- 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_69ca82e96a108190932bd1fc4acd73a0 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cdb693918081908e9f96ef302235ad |
completed | April 2, 2026, 12:21 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d257a164308190b88432b914ea7f1a |
completed | April 5, 2026, 12:37 p.m. |
| NEDg | Description generation | batch_69d25924eb2481909dbf135c387051e3 |
completed | April 5, 2026, 12:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d259b292c88190818f512f90a641f3 |
completed | April 5, 2026, 12:46 p.m. |
Created at: March 30, 2026, 8:46 p.m.