Triple

T17428626
Position Surface form Disambiguated ID Type / Status
Subject Leimert Park Art Walk E423808 entity
Predicate culturalContext P36 FINISHED
Object Black Los Angeles
Black Los Angeles refers to the historically Black communities, cultural institutions, and artistic movements in Los Angeles that have shaped the city’s Black identity, creativity, and social life.
E1268247 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: Black Los Angeles | Statement: [Leimert Park Art Walk, culturalContext, Black Los Angeles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Black Los Angeles
Context triple: [Leimert Park Art Walk, culturalContext, Black Los Angeles]
  • A. Let It Fall: Los Angeles 1982–1992
    Let It Fall: Los Angeles 1982–1992 is a documentary film by John Ridley that examines the social, political, and racial tensions in Los Angeles leading up to the 1992 uprising.
  • B. 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.
  • C. Los Angeles Notebook
    "Los Angeles Notebook" is a celebrated essay by Joan Didion that offers a sharp, atmospheric portrait of Los Angeles through reflections on its climate, culture, and underlying sense of unease.
  • D. Los Angeles Is Not For Sale
    Los Angeles Is Not For Sale is a hip-hop project by West Coast rapper Dom Kennedy that showcases his laid-back, neighborhood-centric style and dedication to representing Los Angeles culture.
  • E. 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.
  • 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: Black Los Angeles
Triple: [Leimert Park Art Walk, culturalContext, Black Los Angeles]
Generated description
Black Los Angeles refers to the historically Black communities, cultural institutions, and artistic movements in Los Angeles that have shaped the city’s Black identity, creativity, and social life.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Black Los Angeles
Target entity description: Black Los Angeles refers to the historically Black communities, cultural institutions, and artistic movements in Los Angeles that have shaped the city’s Black identity, creativity, and social life.
  • A. Let It Fall: Los Angeles 1982–1992
    Let It Fall: Los Angeles 1982–1992 is a documentary film by John Ridley that examines the social, political, and racial tensions in Los Angeles leading up to the 1992 uprising.
  • B. 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.
  • C. Los Angeles Notebook
    "Los Angeles Notebook" is a celebrated essay by Joan Didion that offers a sharp, atmospheric portrait of Los Angeles through reflections on its climate, culture, and underlying sense of unease.
  • D. Los Angeles Is Not For Sale
    Los Angeles Is Not For Sale is a hip-hop project by West Coast rapper Dom Kennedy that showcases his laid-back, neighborhood-centric style and dedication to representing Los Angeles culture.
  • E. 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.
  • 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_69d889d88b6081908bada047f5b3ba51 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e448fe9e28819092a80f5686eb362f completed April 19, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01a80a3e788190ae64abbd6f11f01a completed May 11, 2026, 9:57 a.m.
NEDg Description generation batch_6a01a8d7e05c8190aceb0795a430fee7 completed May 11, 2026, 10 a.m.
NED2 Entity disambiguation (via description) batch_6a01a943fdec8190a875c7eb56c742da completed May 11, 2026, 10:02 a.m.
Created at: April 10, 2026, 5:46 a.m.