Triple
T3760003
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ryan Bingham |
E82137
|
entity |
| Predicate | adaptedFrom |
P1926
|
FINISHED |
| Object | Ryan Bingham (novel character) |
E82137
|
NE FINISHED |
How this triple was built (2 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: Ryan Bingham (novel character) | Statement: [Ryan Bingham, adaptedFrom, Ryan Bingham (novel character)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ryan Bingham (novel character) Context triple: [Ryan Bingham, adaptedFrom, Ryan Bingham (novel character)]
-
A.
Ryan Bingham
chosen
Ryan Bingham is the corporate downsizer and frequent flyer protagonist of the film "Up in the Air," known for his detached lifestyle and constant business travel.
-
B.
Biff Brannon
Biff Brannon is a thoughtful, observant café owner in Carson McCullers’ novel "The Heart Is a Lonely Hunter," known for his quiet compassion and reflective nature.
-
C.
Llewelyn Moss
Llewelyn Moss is a Vietnam veteran and welder who becomes the central fugitive protagonist in Cormac McCarthy’s novel and the film adaptation of "No Country for Old Men" after discovering a drug deal gone wrong and a suitcase of money.
-
D.
Jack Twist
Jack Twist is a fictional ranch hand and rodeo cowboy whose complex, decades-long romantic relationship with Ennis Del Mar forms the emotional core of the film and short story "Brokeback Mountain."
-
E.
Sundance Kid
Sundance Kid was a notorious American outlaw and member of Butch Cassidy’s Wild Bunch gang in the late 19th and early 20th centuries.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad8b1db40081908b61ffa6b78afd4d |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcbc3d3f48190974cec104080949f |
completed | March 8, 2026, 7:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4f0321c4c8190ba372148c483c4ca |
completed | March 14, 2026, 5:20 a.m. |
Created at: March 8, 2026, 3:35 p.m.