Triple

T1958041
Position Surface form Disambiguated ID Type / Status
Subject Penny Marshall E42313 entity
Predicate placeOfDeath P21 FINISHED
Object Hollywood Hills, Los Angeles, California, United States
Hollywood Hills is a wealthy, hillside residential neighborhood in Los Angeles known for its scenic views, celebrity homes, and proximity to the Hollywood entertainment industry.
E218588 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: Hollywood Hills, Los Angeles, California, United States | Statement: [Penny Marshall, placeOfDeath, Hollywood Hills, Los Angeles, California, United States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hollywood Hills, Los Angeles, California, United States
Context triple: [Penny Marshall, placeOfDeath, Hollywood Hills, Los Angeles, California, United States]
  • A. Beverly Hills, California, United States
    Beverly Hills, California, United States is an affluent Los Angeles–area city renowned for its luxury shopping, celebrity residents, and iconic status in American pop culture.
  • B. Hollywood, California, United States
    Hollywood, California, United States is a famous Los Angeles neighborhood internationally recognized as the historic center of the American film and entertainment industry.
  • C. Woodland Hills, Los Angeles, California, United States
    Woodland Hills is an affluent residential neighborhood in the southwestern San Fernando Valley region of Los Angeles, California, known for its suburban character, proximity to the Santa Monica Mountains, and warm climate.
  • D. Culver City, California, United States
    Culver City is a small city in western Los Angeles County best known as a historic hub of the American film and television industry, home to major studios and production facilities.
  • E. North Hollywood, Los Angeles, California
    North Hollywood, Los Angeles, California is a neighborhood in the San Fernando Valley known as a major arts and entertainment hub, home to the NoHo Arts District and numerous television and theater institutions.
  • 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: Hollywood Hills, Los Angeles, California, United States
Triple: [Penny Marshall, placeOfDeath, Hollywood Hills, Los Angeles, California, United States]
Generated description
Hollywood Hills is a wealthy, hillside residential neighborhood in Los Angeles known for its scenic views, celebrity homes, and proximity to the Hollywood entertainment industry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hollywood Hills, Los Angeles, California, United States
Target entity description: Hollywood Hills is a wealthy, hillside residential neighborhood in Los Angeles known for its scenic views, celebrity homes, and proximity to the Hollywood entertainment industry.
  • A. Beverly Hills, California, United States
    Beverly Hills, California, United States is an affluent Los Angeles–area city renowned for its luxury shopping, celebrity residents, and iconic status in American pop culture.
  • B. Hollywood, California, United States
    Hollywood, California, United States is a famous Los Angeles neighborhood internationally recognized as the historic center of the American film and entertainment industry.
  • C. Woodland Hills, Los Angeles, California, United States
    Woodland Hills is an affluent residential neighborhood in the southwestern San Fernando Valley region of Los Angeles, California, known for its suburban character, proximity to the Santa Monica Mountains, and warm climate.
  • D. Culver City, California, United States
    Culver City is a small city in western Los Angeles County best known as a historic hub of the American film and television industry, home to major studios and production facilities.
  • E. North Hollywood, Los Angeles, California
    North Hollywood, Los Angeles, California is a neighborhood in the San Fernando Valley known as a major arts and entertainment hub, home to the NoHo Arts District and numerous television and theater institutions.
  • 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_69a8870eea088190a38781990812a9bc completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb37e21cc8190b6e13b86bc93d594 completed March 7, 2026, 5:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfbcc9ba48190985f48dbef1f2d94 completed March 8, 2026, 10:44 p.m.
NEDg Description generation batch_69adfc6bd8e08190a065a89ab3412126 completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfcee414c8190b1a0574f6bd55602 completed March 8, 2026, 10:49 p.m.
Created at: March 4, 2026, 7:36 p.m.