Triple

T621875
Position Surface form Disambiguated ID Type / Status
Subject Bill Murray E14530 entity
Predicate notableWork P4 FINISHED
Object Quick Change
Quick Change is a 1990 crime-comedy film co-directed by and starring Bill Murray as a mastermind bank robber whose escape from New York City goes increasingly awry.
E77922 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: Quick Change | Statement: [Bill Murray, notableWork, Quick Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Quick Change
Context triple: [Bill Murray, notableWork, Quick Change]
  • A. It Don’t Have to Change
    "It Don’t Have to Change" is a soulful R&B track by John Legend from his debut album "Get Lifted," showcasing his smooth vocals and reflective songwriting.
  • B. I Can Change
    "I Can Change" is a song by John Legend from his debut studio album "Get Lifted."
  • C. Chancy
    Chancy is a small Swiss municipality located at the western tip of the canton of Geneva, near the border with France.
  • D. Bootjack
    Bootjack is a small unincorporated community located in Mariposa County, California, near the Sierra Nevada foothills and the gateway to Yosemite National Park.
  • E. Snap the Whip
    Snap the Whip is an 1872 painting by American artist Winslow Homer depicting schoolboys playing in a rural field, often celebrated as an iconic image of post–Civil War American childhood and country life.
  • 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: Quick Change
Triple: [Bill Murray, notableWork, Quick Change]
Generated description
Quick Change is a 1990 crime-comedy film co-directed by and starring Bill Murray as a mastermind bank robber whose escape from New York City goes increasingly awry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Quick Change
Target entity description: Quick Change is a 1990 crime-comedy film co-directed by and starring Bill Murray as a mastermind bank robber whose escape from New York City goes increasingly awry.
  • A. It Don’t Have to Change
    "It Don’t Have to Change" is a soulful R&B track by John Legend from his debut album "Get Lifted," showcasing his smooth vocals and reflective songwriting.
  • B. I Can Change
    "I Can Change" is a song by John Legend from his debut studio album "Get Lifted."
  • C. Chancy
    Chancy is a small Swiss municipality located at the western tip of the canton of Geneva, near the border with France.
  • D. Bootjack
    Bootjack is a small unincorporated community located in Mariposa County, California, near the Sierra Nevada foothills and the gateway to Yosemite National Park.
  • E. Snap the Whip
    Snap the Whip is an 1872 painting by American artist Winslow Homer depicting schoolboys playing in a rural field, often celebrated as an iconic image of post–Civil War American childhood and country life.
  • 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_69a4934b17c881909ace8270e8ddd202 completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a49e402d9c8190936896e3ebb6edc5 completed March 1, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a563cab73c819082b51d64d249143b completed March 2, 2026, 10:17 a.m.
NEDg Description generation batch_69a5657b51c881909c393f79c359181c completed March 2, 2026, 10:24 a.m.
NED2 Entity disambiguation (via description) batch_69a565e528a88190a547f69c7e378140 completed March 2, 2026, 10:26 a.m.
Created at: March 1, 2026, 7:35 p.m.