Triple

T2232630
Position Surface form Disambiguated ID Type / Status
Subject George Lopez E49202 entity
Predicate starredIn P1668 FINISHED
Object Real Women Have Curves
Real Women Have Curves is a 2002 coming-of-age comedy-drama film that explores body image, cultural expectations, and female empowerment within a Mexican-American family in East Los Angeles.
E248345 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: Real Women Have Curves | Statement: [George Lopez, starredIn, Real Women Have Curves]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Real Women Have Curves
Context triple: [George Lopez, starredIn, Real Women Have Curves]
  • A. Hello Ladies: The Movie
    Hello Ladies: The Movie is a 2014 comedy film continuation of Stephen Merchant’s HBO series "Hello Ladies," following an awkward British web designer’s misadventures in Los Angeles dating culture.
  • B. She’s Gotta Have It
    She’s Gotta Have It is a 1986 independent romantic comedy-drama film written and directed by Spike Lee that explores a young Brooklyn woman’s relationships with three very different men.
  • C. America's Next Top Model
    America's Next Top Model is a reality television competition series in which aspiring models compete through photo shoots, runway challenges, and eliminations for a chance to launch a professional modeling career.
  • D. Coyote Ugly
    Coyote Ugly is a 2000 romantic musical comedy-drama film about a young songwriter who finds herself working at a rowdy New York City bar known for its dancing bartenders.
  • E. California Gurls
    "California Gurls" is a 2010 summer-themed pop song by Katy Perry featuring Snoop Dogg that became a major international hit and cultural anthem.
  • 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: Real Women Have Curves
Triple: [George Lopez, starredIn, Real Women Have Curves]
Generated description
Real Women Have Curves is a 2002 coming-of-age comedy-drama film that explores body image, cultural expectations, and female empowerment within a Mexican-American family in East Los Angeles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Real Women Have Curves
Target entity description: Real Women Have Curves is a 2002 coming-of-age comedy-drama film that explores body image, cultural expectations, and female empowerment within a Mexican-American family in East Los Angeles.
  • A. Hello Ladies: The Movie
    Hello Ladies: The Movie is a 2014 comedy film continuation of Stephen Merchant’s HBO series "Hello Ladies," following an awkward British web designer’s misadventures in Los Angeles dating culture.
  • B. She’s Gotta Have It
    She’s Gotta Have It is a 1986 independent romantic comedy-drama film written and directed by Spike Lee that explores a young Brooklyn woman’s relationships with three very different men.
  • C. America's Next Top Model
    America's Next Top Model is a reality television competition series in which aspiring models compete through photo shoots, runway challenges, and eliminations for a chance to launch a professional modeling career.
  • D. Coyote Ugly
    Coyote Ugly is a 2000 romantic musical comedy-drama film about a young songwriter who finds herself working at a rowdy New York City bar known for its dancing bartenders.
  • E. California Gurls
    "California Gurls" is a 2010 summer-themed pop song by Katy Perry featuring Snoop Dogg that became a major international hit and cultural anthem.
  • 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_69a88aa84bdc819086df50e9c20b301e completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abc06d26bc8190a85ddb6312d2df08 completed March 7, 2026, 6:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae6b001ee481909b28aea25ad7b906 completed March 9, 2026, 6:38 a.m.
NEDg Description generation batch_69ae6bbba3908190b24b6e29175cc449 completed March 9, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69ae6c5f6364819085aed383ab0ff8c5 completed March 9, 2026, 6:44 a.m.
Created at: March 4, 2026, 7:47 p.m.