Triple

T5859701
Position Surface form Disambiguated ID Type / Status
Subject Ladera Heights E130244 entity
Predicate nickname P55 FINISHED
Object The Black Beverly Hills
The Black Beverly Hills is an affluent, historically Black neighborhood in Los Angeles known for its upscale homes and prominent African American residents.
E550332 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: The Black Beverly Hills | Statement: [Ladera Heights, nickname, The Black Beverly Hills]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Black Beverly Hills
Context triple: [Ladera Heights, nickname, The Black Beverly Hills]
  • A. Down and Out in Beverly Hills
    Down and Out in Beverly Hills is a 1986 American comedy film about a wealthy but dysfunctional Beverly Hills family whose lives are upended when they take in a suicidal homeless man.
  • B. Hollywood Heights
    Hollywood Heights is a hillside residential neighborhood in central Los Angeles known for its winding streets, historic homes, and close proximity to the Hollywood Bowl and Hollywood Boulevard.
  • C. Slums of Beverly Hills
    Slums of Beverly Hills is a 1998 coming-of-age comedy film about a teenage girl growing up in a financially struggling family that moves frequently to stay within a wealthy school district in Beverly Hills.
  • D. Wall Street West
    Wall Street West is a major financial district centered in Jersey City, New Jersey, that serves as a significant extension and backup hub for New York City's Wall Street.
  • 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: The Black Beverly Hills
Triple: [Ladera Heights, nickname, The Black Beverly Hills]
Generated description
The Black Beverly Hills is an affluent, historically Black neighborhood in Los Angeles known for its upscale homes and prominent African American residents.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Black Beverly Hills
Target entity description: The Black Beverly Hills is an affluent, historically Black neighborhood in Los Angeles known for its upscale homes and prominent African American residents.
  • A. Down and Out in Beverly Hills
    Down and Out in Beverly Hills is a 1986 American comedy film about a wealthy but dysfunctional Beverly Hills family whose lives are upended when they take in a suicidal homeless man.
  • B. Hollywood Heights
    Hollywood Heights is a hillside residential neighborhood in central Los Angeles known for its winding streets, historic homes, and close proximity to the Hollywood Bowl and Hollywood Boulevard.
  • C. Slums of Beverly Hills
    Slums of Beverly Hills is a 1998 coming-of-age comedy film about a teenage girl growing up in a financially struggling family that moves frequently to stay within a wealthy school district in Beverly Hills.
  • D. Wall Street West
    Wall Street West is a major financial district centered in Jersey City, New Jersey, that serves as a significant extension and backup hub for New York City's Wall Street.
  • 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_69c0084f3bb08190a7720f55f7aa4252 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0358790b88190a5e3c6473172dc53 completed March 22, 2026, 6:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a1c3a69881908ffeee1ddbeb8618 completed March 23, 2026, 2:13 a.m.
NEDg Description generation batch_69c0a258fa208190a06b457e7856c338 completed March 23, 2026, 2:15 a.m.
NED2 Entity disambiguation (via description) batch_69c0a310d2d08190a8dab95f9eef2815 completed March 23, 2026, 2:18 a.m.
Created at: March 22, 2026, 3:56 p.m.