Triple
T19998895
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | How It’s Made |
E494266
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
Elliot Halpern
Elliot Halpern is a television producer and filmmaker best known for creating the documentary-style series "How It’s Made."
|
E1405385
|
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: Elliot Halpern | Statement: [How It’s Made, creator, Elliot Halpern]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elliot Halpern Context triple: [How It’s Made, creator, Elliot Halpern]
-
A.
Lee Eliot Berk
Lee Eliot Berk is an American educator and former president of Berklee College of Music, known for expanding and modernizing the institution founded by his father.
-
B.
Elliott Goldstein
Elliott Goldstein, better known as Elliott Gould, is an American actor renowned for his work in films such as "M*A*S*H," "Bob & Carol & Ted & Alice," and the "Ocean's Eleven" series.
-
C.
Nathan Halpern
Nathan Halpern is an American film composer known for his atmospheric, emotionally driven scores for independent and arthouse films.
-
D.
Elliot Rabinowitz
Elliot Rabinowitz, better known as Elliot Roberts, was a prominent American music manager renowned for guiding the careers of artists like Neil Young and Joni Mitchell.
-
E.
Elliot Brody
Elliot Brody is the husband of renowned Hungarian-American photographer Sylvia Plachy.
- 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: Elliot Halpern Triple: [How It’s Made, creator, Elliot Halpern]
Generated description
Elliot Halpern is a television producer and filmmaker best known for creating the documentary-style series "How It’s Made."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Elliot Halpern Target entity description: Elliot Halpern is a television producer and filmmaker best known for creating the documentary-style series "How It’s Made."
-
A.
Lee Eliot Berk
Lee Eliot Berk is an American educator and former president of Berklee College of Music, known for expanding and modernizing the institution founded by his father.
-
B.
Elliott Goldstein
Elliott Goldstein, better known as Elliott Gould, is an American actor renowned for his work in films such as "M*A*S*H," "Bob & Carol & Ted & Alice," and the "Ocean's Eleven" series.
-
C.
Nathan Halpern
Nathan Halpern is an American film composer known for his atmospheric, emotionally driven scores for independent and arthouse films.
-
D.
Elliot Rabinowitz
Elliot Rabinowitz, better known as Elliot Roberts, was a prominent American music manager renowned for guiding the careers of artists like Neil Young and Joni Mitchell.
-
E.
Elliot Brody
Elliot Brody is the husband of renowned Hungarian-American photographer Sylvia Plachy.
- 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_69da626b2d748190886981ea90c8b2ea |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e661a09bdc819083305b08a11c6e34 |
completed | April 20, 2026, 5:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a080509d0748190a2703a2e3ddb0fc1 |
completed | May 16, 2026, 5:47 a.m. |
| NEDg | Description generation | batch_6a0806563e1c8190b702fcfc009c84d5 |
completed | May 16, 2026, 5:53 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0806e876c881909f0c30e5dd16ce20 |
completed | May 16, 2026, 5:55 a.m. |
Created at: April 11, 2026, 3:32 p.m.