Triple

T12161217
Position Surface form Disambiguated ID Type / Status
Subject Alan Rothenberg E289709 entity
Predicate boardMemberOf P10 FINISHED
Object Los Angeles Chamber of Commerce
The Los Angeles Chamber of Commerce is a leading regional business organization that advocates for economic growth, public policy, and community development in the Los Angeles area.
E966274 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: Los Angeles Chamber of Commerce | Statement: [Alan Rothenberg, boardMemberOf, Los Angeles Chamber of Commerce]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Los Angeles Chamber of Commerce
Context triple: [Alan Rothenberg, boardMemberOf, Los Angeles Chamber of Commerce]
  • A. San Diego Chamber of Commerce
    The San Diego Chamber of Commerce is a regional business organization that advocates for economic growth, supports local enterprises, and promotes the city’s interests as a premier place to live and work.
  • B. Los Angeles Cultural Heritage Commission
    The Los Angeles Cultural Heritage Commission is a city-appointed body that identifies, designates, and oversees the preservation of historic and culturally significant landmarks within Los Angeles.
  • C. Los Angeles Conservancy
    The Los Angeles Conservancy is a nonprofit organization dedicated to preserving and revitalizing historic architecture and cultural resources throughout Los Angeles.
  • D. Hollywood Chamber of Commerce
    The Hollywood Chamber of Commerce is a business organization representing the interests of the Hollywood community, best known for overseeing the Hollywood Walk of Fame and promoting the area’s entertainment industry.
  • E. Los Angeles Memorial Coliseum Commission
    The Los Angeles Memorial Coliseum Commission is the public governing body responsible for overseeing and managing the historic Los Angeles Memorial Coliseum stadium.
  • 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: Los Angeles Chamber of Commerce
Triple: [Alan Rothenberg, boardMemberOf, Los Angeles Chamber of Commerce]
Generated description
The Los Angeles Chamber of Commerce is a leading regional business organization that advocates for economic growth, public policy, and community development in the Los Angeles area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Los Angeles Chamber of Commerce
Target entity description: The Los Angeles Chamber of Commerce is a leading regional business organization that advocates for economic growth, public policy, and community development in the Los Angeles area.
  • A. San Diego Chamber of Commerce
    The San Diego Chamber of Commerce is a regional business organization that advocates for economic growth, supports local enterprises, and promotes the city’s interests as a premier place to live and work.
  • B. Los Angeles Cultural Heritage Commission
    The Los Angeles Cultural Heritage Commission is a city-appointed body that identifies, designates, and oversees the preservation of historic and culturally significant landmarks within Los Angeles.
  • C. Los Angeles Conservancy
    The Los Angeles Conservancy is a nonprofit organization dedicated to preserving and revitalizing historic architecture and cultural resources throughout Los Angeles.
  • D. Hollywood Chamber of Commerce
    The Hollywood Chamber of Commerce is a business organization representing the interests of the Hollywood community, best known for overseeing the Hollywood Walk of Fame and promoting the area’s entertainment industry.
  • E. Los Angeles Memorial Coliseum Commission
    The Los Angeles Memorial Coliseum Commission is the public governing body responsible for overseeing and managing the historic Los Angeles Memorial Coliseum stadium.
  • 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_69d6ab4d6c00819095a9a7c35de83cfb completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915c395e48190a16e97fd29787a51 completed April 10, 2026, 3:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f6a0baf0819094e90b7e92b979d4 completed May 2, 2026, 1:05 p.m.
NEDg Description generation batch_69f600b7385881909ddb86a1d39ff5d4 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f601ef0a9c8190ac922562a8856def completed May 2, 2026, 1:53 p.m.
Created at: April 8, 2026, 9:50 p.m.