Triple

T16156181
Position Surface form Disambiguated ID Type / Status
Subject Max Handelman E392047 entity
Predicate notableWork P4 FINISHED
Object Walk of Shame (film)
Walk of Shame is a 2014 American comedy film starring Elizabeth Banks as a news reporter whose wild night out jeopardizes her big career opportunity.
E1198067 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: Walk of Shame (film) | Statement: [Max Handelman, notableWork, Walk of Shame (film)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Walk of Shame (film)
Context triple: [Max Handelman, notableWork, Walk of Shame (film)]
  • A. Walk of Shame
    "Walk of Shame" is a pop-rock song by American singer Pink from her 2012 album *The Truth About Love*, known for its cheeky lyrics and upbeat, irreverent tone.
  • B. Shame (2011 film)
    Shame (2011 film) is a British drama directed by Steve McQueen that follows a New York man's struggle with sex addiction, noted for its intense performances and unflinching portrayal of compulsion and isolation.
  • C. Street of Shame
    Street of Shame is a long-running satirical media and journalism gossip column in the British magazine Private Eye.
  • D. A Dirty Shame
    A Dirty Shame is a 2004 sex comedy film written and directed by John Waters that satirizes American attitudes toward sexuality.
  • E. Shame (1968 film)
    Shame (1968 film) is a 1968 Swedish war drama directed by Ingmar Bergman that explores the psychological and moral disintegration of a couple amid a fictional civil war.
  • 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: Walk of Shame (film)
Triple: [Max Handelman, notableWork, Walk of Shame (film)]
Generated description
Walk of Shame is a 2014 American comedy film starring Elizabeth Banks as a news reporter whose wild night out jeopardizes her big career opportunity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Walk of Shame (film)
Target entity description: Walk of Shame is a 2014 American comedy film starring Elizabeth Banks as a news reporter whose wild night out jeopardizes her big career opportunity.
  • A. Walk of Shame
    "Walk of Shame" is a pop-rock song by American singer Pink from her 2012 album *The Truth About Love*, known for its cheeky lyrics and upbeat, irreverent tone.
  • B. Shame (2011 film)
    Shame (2011 film) is a British drama directed by Steve McQueen that follows a New York man's struggle with sex addiction, noted for its intense performances and unflinching portrayal of compulsion and isolation.
  • C. Street of Shame
    Street of Shame is a long-running satirical media and journalism gossip column in the British magazine Private Eye.
  • D. A Dirty Shame
    A Dirty Shame is a 2004 sex comedy film written and directed by John Waters that satirizes American attitudes toward sexuality.
  • E. Shame (1968 film)
    Shame (1968 film) is a 1968 Swedish war drama directed by Ingmar Bergman that explores the psychological and moral disintegration of a couple amid a fictional civil war.
  • 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_69d87f1c65e48190aa2b4c472e9bafc4 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e21e5aa57c8190a9d89dd57e30318f completed April 17, 2026, 11:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff7ae46dc81908cba9152a6080c3a completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fff86a556c819096bc008e1ca76e8c completed May 10, 2026, 3:15 a.m.
NED2 Entity disambiguation (via description) batch_69fff926120081909f1042bf3a16ea10 completed May 10, 2026, 3:19 a.m.
Created at: April 10, 2026, 5:01 a.m.