Triple

T3673061
Position Surface form Disambiguated ID Type / Status
Subject Quick Change E77922 entity
Predicate screenplayAdaptationOf P1926 FINISHED
Object Quick Change (novel) by Jay Cronley
Quick Change is a comic crime novel by Jay Cronley about a meticulously planned New York City bank robbery that spirals into chaotic misadventure.
E377404 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 (novel) by Jay Cronley | Statement: [Quick Change, screenplayAdaptationOf, Quick Change (novel) by Jay Cronley]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Quick Change (novel) by Jay Cronley
Context triple: [Quick Change, screenplayAdaptationOf, Quick Change (novel) by Jay Cronley]
  • A. novel "The Wilby Conspiracy"
    The novel "The Wilby Conspiracy" is a political thriller set in apartheid-era South Africa, following fugitives on the run as they uncover corruption and racial injustice.
  • B. novel "The Bourne Evolution"
    "The Bourne Evolution" is a contemporary spy thriller novel in the Jason Bourne series, continuing the adventures of the amnesiac assassin in a modern, high-tech espionage landscape.
  • C. novel "The Bourne Enigma"
    "The Bourne Enigma" is a spy thriller novel in the Jason Bourne series, continuing the adventures of the amnesiac assassin in a high-stakes international conspiracy.
  • D. novel "The Bourne Deception"
    "The Bourne Deception" is a spy thriller novel in the Jason Bourne series that continues the amnesiac assassin’s high-stakes adventures of espionage, conspiracy, and identity.
  • E. novel "Dunbar's Cove" by Borden Deal
    "Dunbar's Cove" is a novel by American author Borden Deal that explores the social and personal upheaval caused by a major dam project in a rural Southern community.
  • 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 (novel) by Jay Cronley
Triple: [Quick Change, screenplayAdaptationOf, Quick Change (novel) by Jay Cronley]
Generated description
Quick Change is a comic crime novel by Jay Cronley about a meticulously planned New York City bank robbery that spirals into chaotic misadventure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Quick Change (novel) by Jay Cronley
Target entity description: Quick Change is a comic crime novel by Jay Cronley about a meticulously planned New York City bank robbery that spirals into chaotic misadventure.
  • A. novel "The Wilby Conspiracy"
    The novel "The Wilby Conspiracy" is a political thriller set in apartheid-era South Africa, following fugitives on the run as they uncover corruption and racial injustice.
  • B. novel "The Bourne Evolution"
    "The Bourne Evolution" is a contemporary spy thriller novel in the Jason Bourne series, continuing the adventures of the amnesiac assassin in a modern, high-tech espionage landscape.
  • C. novel "The Bourne Enigma"
    "The Bourne Enigma" is a spy thriller novel in the Jason Bourne series, continuing the adventures of the amnesiac assassin in a high-stakes international conspiracy.
  • D. novel "The Bourne Deception"
    "The Bourne Deception" is a spy thriller novel in the Jason Bourne series that continues the amnesiac assassin’s high-stakes adventures of espionage, conspiracy, and identity.
  • E. novel "Dunbar's Cove" by Borden Deal
    "Dunbar's Cove" is a novel by American author Borden Deal that explores the social and personal upheaval caused by a major dam project in a rural Southern community.
  • 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_69ad85e083008190b2e1b7085fe500bd completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc42f82548190b4d5f0fe7250decb completed March 8, 2026, 6:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b48854a2308190ba6a9fc39929b35c completed March 13, 2026, 9:57 p.m.
NEDg Description generation batch_69b48b48c5f48190b9db5f3feca08e0e completed March 13, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69b4af0410e8819091cb1259d06d60cc completed March 14, 2026, 12:42 a.m.
Created at: March 8, 2026, 3:25 p.m.