Triple

T15566902
Position Surface form Disambiguated ID Type / Status
Subject Cashback E371139 entity
Predicate mainCharacter P1183 FINISHED
Object Ben Willis
Ben Willis is the protagonist of the film "Cashback," an art student who discovers he can stop time and uses this ability to explore beauty, memory, and his own emotional struggles.
 E1165451 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: Ben Willis | Statement: [Cashback, mainCharacter, Ben Willis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ben Willis
Context triple: [Cashback, mainCharacter, Ben Willis]
  • A. Ben Willis
    Ben Willis is the hook-wielding serial killer known as the Fisherman, the central slasher villain in the "I Know What You Did Last Summer" horror film series.
  • B. John Willis
    John Willis was a senior Royal Air Force officer who served as Air Officer Commanding-in-Chief of Fighter Command.
  • C. John Willis
    John Willis was an early settler and community leader credited with establishing the town that became Lumberton, North Carolina.
  • D. David Willis
    David Willis is a film producer best known for his work on the crime-comedy movie "The Whole Nine Yards."
  • E. Christopher Marshall
    Christopher Marshall is the wealthy political heir who becomes romantically involved with a hotel maid in the romantic comedy film "Maid in Manhattan."
  • 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: Ben Willis
Triple: [Cashback, mainCharacter, Ben Willis]
Generated description
Ben Willis is the protagonist of the film "Cashback," an art student who discovers he can stop time and uses this ability to explore beauty, memory, and his own emotional struggles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ben Willis
Target entity description: Ben Willis is the protagonist of the film "Cashback," an art student who discovers he can stop time and uses this ability to explore beauty, memory, and his own emotional struggles.
  • A. Ben Willis
    Ben Willis is the hook-wielding serial killer known as the Fisherman, the central slasher villain in the "I Know What You Did Last Summer" horror film series.
  • B. John Willis
    John Willis was a senior Royal Air Force officer who served as Air Officer Commanding-in-Chief of Fighter Command.
  • C. John Willis
    John Willis was an early settler and community leader credited with establishing the town that became Lumberton, North Carolina.
  • D. David Willis
    David Willis is a film producer best known for his work on the crime-comedy movie "The Whole Nine Yards."
  • E. Christopher Marshall
    Christopher Marshall is the wealthy political heir who becomes romantically involved with a hotel maid in the romantic comedy film "Maid in Manhattan."
  • 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_69d85cc6cf40819091f4a5facee1ebe6 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04dde90b081908284d9258d4462e3 completed April 16, 2026, 2:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff4c4219a081909acca9f783ecd44b completed May 9, 2026, 3:01 p.m.
NEDg Description generation batch_69ff50d54960819089491ccb580784b8 completed May 9, 2026, 3:20 p.m.
NED2 Entity disambiguation (via description) batch_69ff5208e9a08190b4a6f4157cf3c237 completed May 9, 2026, 3:26 p.m.
Created at: April 10, 2026, 4:10 a.m.