Triple
T17219101
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oulipo |
E417927
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
Daniel Levin Becker
Daniel Levin Becker is an American writer, translator, and critic known for his involvement with the French literary group Oulipo and his work on experimental, constraint-based literature.
|
E1257678
|
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: Daniel Levin Becker | Statement: [Oulipo, hasMember, Daniel Levin Becker]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Daniel Levin Becker Context triple: [Oulipo, hasMember, Daniel Levin Becker]
-
A.
Ben Becker
Ben Becker is a German actor known for his intense screen presence and roles in both film and theater.
-
B.
Daniel Melnick
Daniel Melnick was an American film and television producer known for overseeing influential movies such as “Network,” “All That Jazz,” and “Altered States.”
-
C.
Michael Weinberg
Michael Weinberg is a television and film producer best known for his executive production work on the series "Heartland."
-
D.
Steven Fierberg
Steven Fierberg is an American cinematographer known for his work on feature films and television series, including the romantic drama "Love & Other Drugs."
-
E.
Art Becker
Art Becker is a former professional basketball forward best known for his standout scoring and rebounding seasons in the American Basketball Association during the late 1960s and early 1970s.
- 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: Daniel Levin Becker Triple: [Oulipo, hasMember, Daniel Levin Becker]
Generated description
Daniel Levin Becker is an American writer, translator, and critic known for his involvement with the French literary group Oulipo and his work on experimental, constraint-based literature.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Daniel Levin Becker Target entity description: Daniel Levin Becker is an American writer, translator, and critic known for his involvement with the French literary group Oulipo and his work on experimental, constraint-based literature.
-
A.
Ben Becker
Ben Becker is a German actor known for his intense screen presence and roles in both film and theater.
-
B.
Daniel Melnick
Daniel Melnick was an American film and television producer known for overseeing influential movies such as “Network,” “All That Jazz,” and “Altered States.”
-
C.
Michael Weinberg
Michael Weinberg is a television and film producer best known for his executive production work on the series "Heartland."
-
D.
Steven Fierberg
Steven Fierberg is an American cinematographer known for his work on feature films and television series, including the romantic drama "Love & Other Drugs."
-
E.
Art Becker
Art Becker is a former professional basketball forward best known for his standout scoring and rebounding seasons in the American Basketball Association during the late 1960s and early 1970s.
- 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_69d886d779488190b131369541c04e7d |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42ddc3cb88190a67e35164d710d9d |
completed | April 19, 2026, 1:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01675553b88190a04987b0de62cb15 |
completed | May 11, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_6a0169e5f7e881909cb3fe35935d888d |
completed | May 11, 2026, 5:32 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a016a46409881908ea7e93fd31cd5c5 |
completed | May 11, 2026, 5:33 a.m. |
Created at: April 10, 2026, 5:38 a.m.