Triple

T1755512
Position Surface form Disambiguated ID Type / Status
Subject Michelle Williams E38536 entity
Predicate notableRole P22 FINISHED
Object Cindy in Blue Valentine
Cindy in Blue Valentine is a complex, emotionally vulnerable young woman whose deteriorating marriage to Dean forms the heart of the film’s intimate and heartbreaking portrait of love and loss.
E79403 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: Cindy in Blue Valentine | Statement: [Michelle Williams, notableRole, Cindy in Blue Valentine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cindy in Blue Valentine
Context triple: [Michelle Williams, notableRole, Cindy in Blue Valentine]
  • A. Blue Valentine
    Blue Valentine is a 2010 independent romantic drama film starring Ryan Gosling and Michelle Williams that portrays the disintegration of a young couple’s marriage through an emotionally raw, nonlinear narrative.
  • B. Far from Heaven
    Far from Heaven is a 2002 period drama film directed by Todd Haynes that explores race, sexuality, and social norms in 1950s suburban America.
  • C. The Actress
    The Actress is a 1953 American comedy-drama film, directed by George Cukor and based on Ruth Gordon’s autobiographical play, depicting a young woman’s determination to pursue a stage career against her father’s wishes.
  • D. Margo
    Margo is the responsible and intelligent eldest of Gru’s three adopted daughters in the Despicable Me franchise.
  • E. Thelma
    Thelma is a feminine given name of Greek origin meaning "will" or "volition," popular in English-speaking countries during the early 20th century.
  • 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: Cindy in Blue Valentine
Triple: [Michelle Williams, notableRole, Cindy in Blue Valentine]
Generated description
Cindy in Blue Valentine is a complex, emotionally vulnerable young woman whose deteriorating marriage to Dean forms the heart of the film’s intimate and heartbreaking portrait of love and loss.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cindy in Blue Valentine
Target entity description: Cindy in Blue Valentine is a complex, emotionally vulnerable young woman whose deteriorating marriage to Dean forms the heart of the film’s intimate and heartbreaking portrait of love and loss.
  • A. Blue Valentine chosen
    Blue Valentine is a 2010 independent romantic drama film starring Ryan Gosling and Michelle Williams that portrays the disintegration of a young couple’s marriage through an emotionally raw, nonlinear narrative.
  • B. Far from Heaven
    Far from Heaven is a 2002 period drama film directed by Todd Haynes that explores race, sexuality, and social norms in 1950s suburban America.
  • C. The Actress
    The Actress is a 1953 American comedy-drama film, directed by George Cukor and based on Ruth Gordon’s autobiographical play, depicting a young woman’s determination to pursue a stage career against her father’s wishes.
  • D. Margo
    Margo is the responsible and intelligent eldest of Gru’s three adopted daughters in the Despicable Me franchise.
  • E. Thelma
    Thelma is a feminine given name of Greek origin meaning "will" or "volition," popular in English-speaking countries during the early 20th century.
  • 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_69a8862bdb2081908aefe831c8aa8017 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa643b623081908064be75758ec5de completed March 6, 2026, 5:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada0ea4cc08190b47d81a54c294a9a completed March 8, 2026, 4:16 p.m.
NEDg Description generation batch_69ada1a401548190af00bae3b89e46b0 completed March 8, 2026, 4:19 p.m.
NED2 Entity disambiguation (via description) batch_69ada26804288190838a93b71b494650 completed March 8, 2026, 4:23 p.m.
Created at: March 4, 2026, 7:31 p.m.