Triple
T17819997
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stephanie Robinson |
E444955
|
entity |
| Predicate | creator |
P184
|
FINISHED |
| Object |
Robert D. Siegel
Robert D. Siegel is an American screenwriter and director best known for writing the film "The Wrestler" and creating the television series "Pam & Tommy."
|
E452641
|
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: Robert D. Siegel | Statement: [Stephanie Robinson, creator, Robert D. Siegel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Robert D. Siegel Context triple: [Stephanie Robinson, creator, Robert D. Siegel]
-
A.
Robert D. Siegel
Robert D. Siegel is an American screenwriter and director best known for writing character-driven dramas such as the film "The Wrestler."
-
B.
James D. Stern
James D. Stern is an American film producer and director known for backing a range of acclaimed independent and genre films, as well as documentaries.
-
C.
Roger L. Simon
Roger L. Simon is an American novelist, screenwriter, and co-founder of PJ Media, best known for his Moses Wine detective novels and the screenplay for the film "Enemies, A Love Story."
-
D.
Robert B. Weide
Robert B. Weide is an American film and television director, producer, and screenwriter best known for his work on the HBO series "Curb Your Enthusiasm" and various documentaries about comedians.
-
E.
Alan M. Garber
Alan M. Garber is an American physician-economist and academic leader known for his work in health policy and for serving in top administrative roles at Harvard University.
- 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: Robert D. Siegel Triple: [Stephanie Robinson, creator, Robert D. Siegel]
Generated description
Robert D. Siegel is an American screenwriter and director best known for writing the film "The Wrestler" and creating the television series "Pam & Tommy."
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Robert D. Siegel Target entity description: Robert D. Siegel is an American screenwriter and director best known for writing the film "The Wrestler" and creating the television series "Pam & Tommy."
-
A.
Robert D. Siegel
chosen
Robert D. Siegel is an American screenwriter and director best known for writing character-driven dramas such as the film "The Wrestler."
-
B.
James D. Stern
James D. Stern is an American film producer and director known for backing a range of acclaimed independent and genre films, as well as documentaries.
-
C.
Roger L. Simon
Roger L. Simon is an American novelist, screenwriter, and co-founder of PJ Media, best known for his Moses Wine detective novels and the screenplay for the film "Enemies, A Love Story."
-
D.
Robert B. Weide
Robert B. Weide is an American film and television director, producer, and screenwriter best known for his work on the HBO series "Curb Your Enthusiasm" and various documentaries about comedians.
-
E.
Alan M. Garber
Alan M. Garber is an American physician-economist and academic leader known for his work in health policy and for serving in top administrative roles at Harvard University.
- F. None of above.
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_69d8b9f0de78819099395b14db75a8a6 |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e489101aa48190a1439d8cb683bba9 |
completed | April 19, 2026, 7:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0a809237e8819087db6ea62a246547 |
completed | May 18, 2026, 2:59 a.m. |
| NEDg | Description generation | batch_6a0a82ed42c88190a69d043312b624b9 |
completed | May 18, 2026, 3:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0a8342579881908cfc41f5330c8abd |
completed | May 18, 2026, 3:10 a.m. |
Created at: April 10, 2026, 10:15 a.m.