Triple

T16099921
Position Surface form Disambiguated ID Type / Status
Subject Bus Riders Union E390587 entity
Predicate producer P490 FINISHED
Object Labor/Community Strategy Center
The Labor/Community Strategy Center is a Los Angeles–based civil rights and environmental justice organization known for grassroots organizing, including founding and supporting the Bus Riders Union to fight for equitable public transportation.
E1193760 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: Labor/Community Strategy Center | Statement: [Bus Riders Union, producer, Labor/Community Strategy Center]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Labor/Community Strategy Center
Context triple: [Bus Riders Union, producer, Labor/Community Strategy Center]
  • A. Kapor Center for Social Impact
    The Kapor Center for Social Impact is an organization dedicated to advancing diversity, equity, and inclusion in the technology and entrepreneurship sectors, particularly for underrepresented communities.
  • B. Center for Social Innovation
    The Center for Social Innovation is a Stanford Graduate School of Business hub that advances research, education, and practice in social entrepreneurship and impact-driven leadership.
  • C. Center for Civic Engagement
    The Center for Civic Engagement is a Bard College initiative that promotes public service, community partnerships, and experiential learning to connect students and faculty with real-world civic and social issues.
  • D. Centre for Social Change
    The Centre for Social Change is a research institute at the University of Johannesburg focused on studying and promoting social transformation, democracy, and collective action in South Africa and beyond.
  • E. Center for Public Interest and Social Justice
    The Center for Public Interest and Social Justice is a Loyola University Chicago School of Law program dedicated to advancing social justice and public interest law through education, advocacy, and community engagement.
  • 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: Labor/Community Strategy Center
Triple: [Bus Riders Union, producer, Labor/Community Strategy Center]
Generated description
The Labor/Community Strategy Center is a Los Angeles–based civil rights and environmental justice organization known for grassroots organizing, including founding and supporting the Bus Riders Union to fight for equitable public transportation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Labor/Community Strategy Center
Target entity description: The Labor/Community Strategy Center is a Los Angeles–based civil rights and environmental justice organization known for grassroots organizing, including founding and supporting the Bus Riders Union to fight for equitable public transportation.
  • A. Kapor Center for Social Impact
    The Kapor Center for Social Impact is an organization dedicated to advancing diversity, equity, and inclusion in the technology and entrepreneurship sectors, particularly for underrepresented communities.
  • B. Center for Social Innovation
    The Center for Social Innovation is a Stanford Graduate School of Business hub that advances research, education, and practice in social entrepreneurship and impact-driven leadership.
  • C. Center for Civic Engagement
    The Center for Civic Engagement is a Bard College initiative that promotes public service, community partnerships, and experiential learning to connect students and faculty with real-world civic and social issues.
  • D. Centre for Social Change
    The Centre for Social Change is a research institute at the University of Johannesburg focused on studying and promoting social transformation, democracy, and collective action in South Africa and beyond.
  • E. Center for Public Interest and Social Justice
    The Center for Public Interest and Social Justice is a Loyola University Chicago School of Law program dedicated to advancing social justice and public interest law through education, advocacy, and community engagement.
  • 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_69d87f198bc48190a8b7e53ca15b7ead completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1ff6756948190a7f5ecb375e59701 completed April 17, 2026, 9:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb9d6140819087f9b3dc549c4aec completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffec273abc8190b050c50a395488ba completed May 10, 2026, 2:23 a.m.
NED2 Entity disambiguation (via description) batch_69ffecbd817881909cd8e8c69be1726f completed May 10, 2026, 2:26 a.m.
Created at: April 10, 2026, 5 a.m.