Triple
T3066318
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Good Shepherd |
E62111
|
entity |
| Predicate | producer |
P490
|
FINISHED |
| Object |
James G. Robinson
James G. Robinson is an American film producer and co-founder of Morgan Creek Productions, known for backing numerous major Hollywood films.
|
E474187
|
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 G. Robinson | Statement: [The Good Shepherd, producer, James G. Robinson]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: James G. Robinson Context triple: [The Good Shepherd, producer, James G. Robinson]
-
A.
James K. Boyce
James K. Boyce is an American economist known for his work on environmental economics, inequality, and the political economy of development.
-
B.
Thomas E. Ackerman
Thomas E. Ackerman is an American cinematographer known for his work on popular films including the dark comedy-fantasy "Beetlejuice."
-
C.
James W. Skotchdopole
James W. Skotchdopole is an American film and television producer and assistant director known for his work on acclaimed projects such as Birdman and collaborations with prominent directors.
-
D.
James T. Conway
James T. Conway is a retired four-star U.S. Marine Corps general who later served as the 34th Commandant of the Marine Corps.
-
E.
James R. Rice
James R. Rice is a prominent American engineer and applied mechanician renowned for his foundational contributions to fracture mechanics and solid mechanics.
- 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 G. Robinson Triple: [The Good Shepherd, producer, James G. Robinson]
Generated description
James G. Robinson is an American film producer and co-founder of Morgan Creek Productions, known for backing numerous major Hollywood films.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: James G. Robinson Target entity description: James G. Robinson is an American film producer and co-founder of Morgan Creek Productions, known for backing numerous major Hollywood films.
-
A.
James K. Boyce
James K. Boyce is an American economist known for his work on environmental economics, inequality, and the political economy of development.
-
B.
Thomas E. Ackerman
Thomas E. Ackerman is an American cinematographer known for his work on popular films including the dark comedy-fantasy "Beetlejuice."
-
C.
James W. Skotchdopole
James W. Skotchdopole is an American film and television producer and assistant director known for his work on acclaimed projects such as Birdman and collaborations with prominent directors.
-
D.
James T. Conway
James T. Conway is a retired four-star U.S. Marine Corps general who later served as the 34th Commandant of the Marine Corps.
-
E.
James R. Rice
James R. Rice is a prominent American engineer and applied mechanician renowned for his foundational contributions to fracture mechanics and solid mechanics.
- 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_69ad85793e5c8190a358049bc4a98d8c |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada0fd87308190918e7b616f033faa |
completed | March 8, 2026, 4:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be5c5e461c8190b4c7f728e2d8632c |
completed | March 21, 2026, 8:52 a.m. |
| NEDg | Description generation | batch_69be5f2c3d0c819094a67f6728f2c1b2 |
completed | March 21, 2026, 9:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be5fd33a3c81908b23f7a31bfea53c |
completed | March 21, 2026, 9:07 a.m. |
Created at: March 8, 2026, 3:02 p.m.