Triple
T5840133
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | In the Shadow of Two Gunmen |
E129571
|
entity |
| Predicate | showrunnerAtTimeOfAir |
P66646
|
FINISHED |
| Object | Aaron Sorkin |
E22517
|
NE FINISHED |
How this triple was built (3 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: Aaron Sorkin | Statement: [In the Shadow of Two Gunmen, showrunnerAtTimeOfAir, Aaron Sorkin]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aaron Sorkin Context triple: [In the Shadow of Two Gunmen, showrunnerAtTimeOfAir, Aaron Sorkin]
-
A.
Aaron Sorkin
chosen
Aaron Sorkin is an American screenwriter, playwright, and director renowned for his fast-paced, dialogue-driven dramas in film, television, and theater.
-
B.
Brian Koppelman
Brian Koppelman is an American screenwriter, director, and producer best known for co-writing films like "Rounders" and "Ocean's Thirteen" and co-creating the TV series "Billions."
-
C.
Terence Winter
Terence Winter is an American screenwriter and producer best known for his work on acclaimed television dramas such as The Sopranos and Boardwalk Empire.
-
D.
Charles Kaufman
Charles Kaufman was a cinematographer best known as the founder of the American Society of Cinematographers, a key professional organization in the film industry.
-
E.
Chris Terrio
Chris Terrio is an American screenwriter and director best known for his Academy Award–winning screenplay for the film "Argo" and his work on major franchise films like "Batman v Superman: Dawn of Justice" and "Star Wars: The Rise of Skywalker."
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: showrunnerAtTimeOfAir Context triple: [In the Shadow of Two Gunmen, showrunnerAtTimeOfAir, Aaron Sorkin]
-
A.
showrunnerOf
Indicates that a person serves as the primary creative and managerial leader (showrunner) responsible for overseeing the production of a television show or series.
-
B.
coShowrunnerWith
Indicates that two or more individuals share the role and responsibilities of showrunner together on the same production.
-
C.
originallyAiredOn
Indicates the date or time when a media work (such as a TV episode, radio show, or broadcast) was first publicly aired.
-
D.
executiveProducerOf
Indicates that one entity serves as the executive producer responsible for overseeing the creation or production of another entity, such as a film, series, or other media work.
-
E.
originallyAiredAs
Indicates that one work or episode was first broadcast under a particular title, format, or context.
- 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_69c0084af79c81908af128ccc29983d0 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c03c9239e08190bff7ef2bd6d21ae0 |
completed | March 22, 2026, 7:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c11caeda788190a50b99c75045900d |
completed | March 23, 2026, 10:57 a.m. |
| PD | Predicate disambiguation | batch_69c0334412388190bc594794ec5754f9 |
completed | March 22, 2026, 6:21 p.m. |
| PDg | Predicate description generation | batch_69c03c8d579081909d7b97fc9014b5d7 |
completed | March 22, 2026, 7:01 p.m. |
Created at: March 22, 2026, 3:54 p.m.