Triple
T1108042
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Looper |
E25530
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
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.
|
E251893
|
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 D. Stern | Statement: [Looper, producer, James D. Stern]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James D. Stern Context triple: [Looper, producer, James D. Stern]
-
A.
Joseph Wechsler
Joseph Wechsler was an individual of sufficient local or historical significance to be recognized as a notable burial at Mount Olivet Cemetery in Frederick, Maryland.
-
B.
Gerald W. Abrams
Gerald W. Abrams is an American television producer known for his work on TV movies and series and as the father of filmmaker J. J. Abrams.
-
C.
Philip M. Kaiser
Philip M. Kaiser was an American diplomat and public servant who held several key ambassadorial posts during the Cold War era.
-
D.
Jay O. Rothman
Jay O. Rothman is an American attorney and academic leader who serves as president of the University of Wisconsin System.
-
E.
John L. Friedman
John L. Friedman is an American theoretical physicist known for his contributions to relativistic astrophysics and gravitational physics, including work on instabilities in rotating stars.
- 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 D. Stern Triple: [Looper, producer, James D. Stern]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James D. Stern Target entity description: 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.
-
A.
Joseph Wechsler
Joseph Wechsler was an individual of sufficient local or historical significance to be recognized as a notable burial at Mount Olivet Cemetery in Frederick, Maryland.
-
B.
Gerald W. Abrams
Gerald W. Abrams is an American television producer known for his work on TV movies and series and as the father of filmmaker J. J. Abrams.
-
C.
Philip M. Kaiser
Philip M. Kaiser was an American diplomat and public servant who held several key ambassadorial posts during the Cold War era.
-
D.
Jay O. Rothman
Jay O. Rothman is an American attorney and academic leader who serves as president of the University of Wisconsin System.
-
E.
John L. Friedman
John L. Friedman is an American theoretical physicist known for his contributions to relativistic astrophysics and gravitational physics, including work on instabilities in rotating stars.
- 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_69a49428d4448190b3b36991ceae87ce |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4b9e47e4881908928900df72781f0 |
completed | March 1, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae7ebe47f081909d53dead07879b77 |
completed | March 9, 2026, 8:03 a.m. |
| NEDg | Description generation | batch_69ae7f56aa7c8190a889d830303cc669 |
completed | March 9, 2026, 8:05 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae800868948190a5504969c4cabb7d |
completed | March 9, 2026, 8:08 a.m. |
Created at: March 1, 2026, 7:43 p.m.