Triple

T9102426
Position Surface form Disambiguated ID Type / Status
Subject A River Runs Through It E218390 entity
Predicate starring P1507 FINISHED
Object Craig Sheffer
Craig Sheffer is an American actor best known for his leading roles in films of the late 1980s and early 1990s, including the drama "A River Runs Through It."
 E787713 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: Craig Sheffer | Statement: [A River Runs Through It, starring, Craig Sheffer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Craig Sheffer
Context triple: [A River Runs Through It, starring, Craig Sheffer]
  • A. James Scheffer
    James Scheffer, better known as Jim Jonsin, is an American record producer and songwriter recognized for crafting hit tracks across hip hop and pop music.
  • B. Craig Storper
    Craig Storper is a screenwriter best known for writing the Western film "Open Range," directed by and starring Kevin Costner.
  • C. Matthew Shafer
    Matthew Shafer is an American writer known for his work on the animated series "Cowboy Bebop" and related projects.
  • D. Matthew Shafer
    Matthew Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
  • E. Scott Scherr
    Scott Scherr is an American entrepreneur best known as the founder and longtime CEO of the human capital management software company Ultimate Software.
  • 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: Craig Sheffer
Triple: [A River Runs Through It, starring, Craig Sheffer]
Generated description
Craig Sheffer is an American actor best known for his leading roles in films of the late 1980s and early 1990s, including the drama "A River Runs Through It."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Craig Sheffer
Target entity description: Craig Sheffer is an American actor best known for his leading roles in films of the late 1980s and early 1990s, including the drama "A River Runs Through It."
  • A. James Scheffer
    James Scheffer, better known as Jim Jonsin, is an American record producer and songwriter recognized for crafting hit tracks across hip hop and pop music.
  • B. Craig Storper
    Craig Storper is a screenwriter best known for writing the Western film "Open Range," directed by and starring Kevin Costner.
  • C. Matthew Shafer
    Matthew Shafer is an American writer known for his work on the animated series "Cowboy Bebop" and related projects.
  • D. Matthew Shafer
    Matthew Shafer, better known by his stage name Uncle Kracker, is an American singer-songwriter and musician recognized for his blend of rock, country, and pop influences.
  • E. Scott Scherr
    Scott Scherr is an American entrepreneur best known as the founder and longtime CEO of the human capital management software company Ultimate Software.
  • 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_69ca83db7448819090d0a5de842ef2ac completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc9715d5188190bce68d095e10c2eb completed April 1, 2026, 3:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69d09b66432081908f557fba2cbf2f6d completed April 4, 2026, 5:02 a.m.
NEDg Description generation batch_69d09cc5cdd481908903ae0e49c1085d completed April 4, 2026, 5:08 a.m.
NED2 Entity disambiguation (via description) batch_69d09d7364b48190ad3dd55711bd2534 completed April 4, 2026, 5:11 a.m.
Created at: March 30, 2026, 7:15 p.m.