Triple

T14955810
Position Surface form Disambiguated ID Type / Status
Subject Alex Wurman E372921 entity
Predicate notableWork P4 FINISHED
Object Quid Pro Quo
Quid Pro Quo is a 2008 independent drama film that blends psychological mystery and dark humor as it follows a paraplegic radio reporter investigating a subculture of able-bodied people who desire to be disabled.
E546158 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: Quid Pro Quo | Statement: [Alex Wurman, notableWork, Quid Pro Quo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Quid Pro Quo
Context triple: [Alex Wurman, notableWork, Quid Pro Quo]
  • A. The Quid Pro Quo
    The Quid Pro Quo is a film featuring actor Patrick Bauchau, likely a lesser-known work in his filmography.
  • B. Faustian bargain
    A Faustian bargain is a deal in which someone sacrifices moral integrity or long-term well-being for short-term gain, power, or knowledge, often by metaphorically or literally selling their soul.
  • C. The Bribe
    The Bribe is a 1949 film noir crime drama starring Robert Taylor as a federal agent entangled in corruption and moral conflict while investigating a wartime black-market ring in a Central American island.
  • D. Unjust Rewards
    Unjust Rewards is a non-fiction book by British journalist Polly Toynbee that critiques economic inequality and the moral justifications of wealth in modern society.
  • E. Bait and Switch
    "Bait and Switch" is a nonfiction book by Barbara Ehrenreich that critiques the precariousness and illusions of white-collar employment in contemporary American corporate culture.
  • 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: Quid Pro Quo
Triple: [Alex Wurman, notableWork, Quid Pro Quo]
Generated description
Quid Pro Quo is a 2008 independent drama film that blends psychological mystery and dark humor as it follows a paraplegic radio reporter investigating a subculture of able-bodied people who desire to be disabled.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Quid Pro Quo
Target entity description: Quid Pro Quo is a 2008 independent drama film that blends psychological mystery and dark humor as it follows a paraplegic radio reporter investigating a subculture of able-bodied people who desire to be disabled.
  • A. The Quid Pro Quo chosen
    The Quid Pro Quo is a film featuring actor Patrick Bauchau, likely a lesser-known work in his filmography.
  • B. Faustian bargain
    A Faustian bargain is a deal in which someone sacrifices moral integrity or long-term well-being for short-term gain, power, or knowledge, often by metaphorically or literally selling their soul.
  • C. The Bribe
    The Bribe is a 1949 film noir crime drama starring Robert Taylor as a federal agent entangled in corruption and moral conflict while investigating a wartime black-market ring in a Central American island.
  • D. Unjust Rewards
    Unjust Rewards is a non-fiction book by British journalist Polly Toynbee that critiques economic inequality and the moral justifications of wealth in modern society.
  • E. Bait and Switch
    "Bait and Switch" is a nonfiction book by Barbara Ehrenreich that critiques the precariousness and illusions of white-collar employment in contemporary American corporate culture.
  • F. None of above.

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_69d85cca979481908747d2a81eba1cea completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded6cc73848190ac181782b20dc838 completed April 15, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe7e9c71cc8190aff9165a6f97981a completed May 9, 2026, 12:23 a.m.
NEDg Description generation batch_69fe814659fc8190b1ddc30187d344e4 completed May 9, 2026, 12:35 a.m.
NED2 Entity disambiguation (via description) batch_69fe81a932b48190a483815d2350c3a4 completed May 9, 2026, 12:36 a.m.
Created at: April 10, 2026, 2:40 a.m.