Triple
T10708305
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Brothers |
E252467
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
Zach Schiff-Abrams
Zach Schiff-Abrams is a film and television producer known for his work on the series "Brothers."
|
E880481
|
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: Zach Schiff-Abrams | Statement: [Brothers, producer, Zach Schiff-Abrams]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zach Schiff-Abrams Context triple: [Brothers, producer, Zach Schiff-Abrams]
-
A.
Evan Schiff
Evan Schiff is a film editor known for his work on high-profile action movies, including entries in the John Wick franchise.
-
B.
Zach Appelman
Zach Appelman is an American actor known for his work in television, film, and theater, including a notable role in the supernatural drama series "Sleepy Hollow."
-
C.
Jacob Abrams
Jacob Abrams was a Russian-born Jewish anarchist and political activist in the United States, best known as a defendant in the landmark 1919 Supreme Court free speech case Abrams v. United States.
-
D.
Aaron Abrams
Aaron Abrams is a Canadian actor and screenwriter known for his roles in film and television, including appearances in projects like the psychological horror series "Hannibal."
-
E.
Zach Baylin
Zach Baylin is an American screenwriter best known for his work on acclaimed sports dramas such as King Richard and Creed III.
- 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: Zach Schiff-Abrams Triple: [Brothers, producer, Zach Schiff-Abrams]
Generated description
Zach Schiff-Abrams is a film and television producer known for his work on the series "Brothers."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zach Schiff-Abrams Target entity description: Zach Schiff-Abrams is a film and television producer known for his work on the series "Brothers."
-
A.
Evan Schiff
Evan Schiff is a film editor known for his work on high-profile action movies, including entries in the John Wick franchise.
-
B.
Zach Appelman
Zach Appelman is an American actor known for his work in television, film, and theater, including a notable role in the supernatural drama series "Sleepy Hollow."
-
C.
Jacob Abrams
Jacob Abrams was a Russian-born Jewish anarchist and political activist in the United States, best known as a defendant in the landmark 1919 Supreme Court free speech case Abrams v. United States.
-
D.
Aaron Abrams
Aaron Abrams is a Canadian actor and screenwriter known for his roles in film and television, including appearances in projects like the psychological horror series "Hannibal."
-
E.
Zach Baylin
Zach Baylin is an American screenwriter best known for his work on acclaimed sports dramas such as King Richard and Creed III.
- 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_69d6aa5cbabc8190973e683950d89faf |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6fe5063bc8190ba12fd68a59c9a03 |
completed | April 9, 2026, 1:18 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d9990760b48190a05753974cdf556c |
completed | April 11, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69d99e8632688190b3746649a124ca09 |
completed | April 11, 2026, 1:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69da625a1e8c8190b282e7a70bb7c876 |
completed | April 11, 2026, 3:01 p.m. |
Created at: April 8, 2026, 9:13 p.m.