Triple

T3153921
Position Surface form Disambiguated ID Type / Status
Subject Gabrielle Union E65939 entity
Predicate notableWork P4 FINISHED
Object L.A.'s Finest
L.A.'s Finest is an action-comedy television series and Bad Boys spin-off that follows two LAPD detectives, played by Gabrielle Union and Jessica Alba, as they tackle crime in Los Angeles while juggling complicated personal lives.
E331417 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: L.A.'s Finest | Statement: [Gabrielle Union, notableWork, L.A.'s Finest]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: L.A.'s Finest
Context triple: [Gabrielle Union, notableWork, L.A.'s Finest]
  • A. L.A. Takedown
    L.A. Takedown is a 1989 television crime film directed by Michael Mann that served as the prototype for his later feature film Heat.
  • B. To Live and Die in L.A.
    To Live and Die in L.A. is a 1985 neo-noir crime thriller film directed by William Friedkin, known for its gritty depiction of Secret Service agents pursuing a counterfeiter in Los Angeles.
  • C. El Pueblo de Los Angeles
    El Pueblo de Los Angeles is a historic district in downtown Los Angeles that preserves the city’s original settlement area, featuring landmark buildings, museums, and the popular Olvera Street marketplace.
  • D. Welcome to L.A.
    "Welcome to L.A." is a 1976 ensemble drama film set in Los Angeles, known for its melancholic portrayal of intersecting personal relationships amid the city's music and entertainment scene.
  • E. L.A. Story
    L.A. Story is a whimsical 1991 romantic comedy film set in Los Angeles, known for its surreal humor and satirical take on the city's culture, written by and starring Steve Martin.
  • 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: L.A.'s Finest
Triple: [Gabrielle Union, notableWork, L.A.'s Finest]
Generated description
L.A.'s Finest is an action-comedy television series and Bad Boys spin-off that follows two LAPD detectives, played by Gabrielle Union and Jessica Alba, as they tackle crime in Los Angeles while juggling complicated personal lives.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: L.A.'s Finest
Target entity description: L.A.'s Finest is an action-comedy television series and Bad Boys spin-off that follows two LAPD detectives, played by Gabrielle Union and Jessica Alba, as they tackle crime in Los Angeles while juggling complicated personal lives.
  • A. L.A. Takedown
    L.A. Takedown is a 1989 television crime film directed by Michael Mann that served as the prototype for his later feature film Heat.
  • B. To Live and Die in L.A.
    To Live and Die in L.A. is a 1985 neo-noir crime thriller film directed by William Friedkin, known for its gritty depiction of Secret Service agents pursuing a counterfeiter in Los Angeles.
  • C. El Pueblo de Los Angeles
    El Pueblo de Los Angeles is a historic district in downtown Los Angeles that preserves the city’s original settlement area, featuring landmark buildings, museums, and the popular Olvera Street marketplace.
  • D. Welcome to L.A.
    "Welcome to L.A." is a 1976 ensemble drama film set in Los Angeles, known for its melancholic portrayal of intersecting personal relationships amid the city's music and entertainment scene.
  • E. L.A. Story
    L.A. Story is a whimsical 1991 romantic comedy film set in Los Angeles, known for its surreal humor and satirical take on the city's culture, written by and starring Steve Martin.
  • 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_69ad8584485081909ed529e890cadc4a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada5e7f4688190b477186254f8a572 completed March 8, 2026, 4:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b22503ba208190814ab2bfbe380c42 completed March 12, 2026, 2:29 a.m.
NEDg Description generation batch_69b225ee67c48190879edf50981641ab completed March 12, 2026, 2:33 a.m.
NED2 Entity disambiguation (via description) batch_69b22659f79c81908f33769dff3cc57d completed March 12, 2026, 2:35 a.m.
Created at: March 8, 2026, 3:05 p.m.