Triple
T15598010
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Llewyn Davis |
E374955
|
entity |
| Predicate | hasFriend |
P8712
|
FINISHED |
| Object |
Jim Berkey
Jim Berkey is a supporting character in the film "Inside Llewyn Davis," depicted as a friend and fellow musician within the 1960s New York folk scene.
|
E1167620
|
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: Jim Berkey | Statement: [Llewyn Davis, hasFriend, Jim Berkey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Jim Berkey Context triple: [Llewyn Davis, hasFriend, Jim Berkey]
-
A.
Gil Westrum
Gil Westrum is a central character in the 1962 Western film "Ride the High Country," portrayed as an aging former lawman whose moral ambiguity contrasts with his partner’s steadfast integrity.
-
B.
Gregg Berger
Gregg Berger is an American voice actor known for his work in animation and video games, including roles in franchises like "Transformers" and various Spyro titles.
-
C.
Larry Kehres
Larry Kehres is a highly successful American college football coach best known for leading the University of Mount Union to multiple NCAA Division III national championships and establishing one of the most dominant programs in the sport’s history.
-
D.
Jim Barnhill
Jim Barnhill was an American football official best known for serving as a referee in the American Football League during the 1960s.
-
E.
Ted Daughety
Ted Daughety is an American physician and pulmonologist best known as the husband of Kansas Governor Laura Kelly.
- 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: Jim Berkey Triple: [Llewyn Davis, hasFriend, Jim Berkey]
Generated description
Jim Berkey is a supporting character in the film "Inside Llewyn Davis," depicted as a friend and fellow musician within the 1960s New York folk scene.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Jim Berkey Target entity description: Jim Berkey is a supporting character in the film "Inside Llewyn Davis," depicted as a friend and fellow musician within the 1960s New York folk scene.
-
A.
Gil Westrum
Gil Westrum is a central character in the 1962 Western film "Ride the High Country," portrayed as an aging former lawman whose moral ambiguity contrasts with his partner’s steadfast integrity.
-
B.
Gregg Berger
Gregg Berger is an American voice actor known for his work in animation and video games, including roles in franchises like "Transformers" and various Spyro titles.
-
C.
Larry Kehres
Larry Kehres is a highly successful American college football coach best known for leading the University of Mount Union to multiple NCAA Division III national championships and establishing one of the most dominant programs in the sport’s history.
-
D.
Jim Barnhill
Jim Barnhill was an American football official best known for serving as a referee in the American Football League during the 1960s.
-
E.
Ted Daughety
Ted Daughety is an American physician and pulmonologist best known as the husband of Kansas Governor Laura Kelly.
- 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_69d85cce25008190b13b52745fbd719b |
completed | April 10, 2026, 2:13 a.m. |
| NER | Named-entity recognition | batch_69e04e609ab081909feb486a57439960 |
completed | April 16, 2026, 2:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff5f355ff48190a2c2c262c09e6de0 |
completed | May 9, 2026, 4:22 p.m. |
| NEDg | Description generation | batch_69ff603299cc8190ad0eb57d10079651 |
completed | May 9, 2026, 4:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff60c6b7e48190a04cb43dcc3bdb39 |
completed | May 9, 2026, 4:28 p.m. |
Created at: April 10, 2026, 4:12 a.m.