Triple

T6181065
Position Surface form Disambiguated ID Type / Status
Subject Worldcoin E137941 entity
Predicate headquarteredIn P62 FINISHED
Object San Francisco (core company Tools for Humanity)
San Francisco is a major coastal city in Northern California known for its technology industry, cultural diversity, and role as a global innovation hub.
E573887 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: San Francisco (core company Tools for Humanity) | Statement: [Worldcoin, headquarteredIn, San Francisco (core company Tools for Humanity)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: San Francisco (core company Tools for Humanity)
Context triple: [Worldcoin, headquarteredIn, San Francisco (core company Tools for Humanity)]
  • A. San Francisco Department of Technology
    The San Francisco Department of Technology is the city and county’s central IT agency, responsible for managing and securing its technology infrastructure, digital services, and telecommunications systems.
  • B. San Francisco Office of Economic and Workforce Development
    The San Francisco Office of Economic and Workforce Development is a city agency that promotes job creation, supports local businesses, and coordinates workforce development programs to strengthen San Francisco’s economy.
  • C. San Francisco Human Services Agency
    The San Francisco Human Services Agency is the city and county’s primary public agency responsible for delivering social services and safety net programs to low-income, vulnerable, and at-risk residents.
  • D. San Francisco Tourism Improvement District Management Corporation
    The San Francisco Tourism Improvement District Management Corporation is a nonprofit organization that oversees tourism-related initiatives and facilities in San Francisco, including the city’s primary convention and exhibition venues.
  • E. San Francisco Office of Emergency Management
    The San Francisco Office of Emergency Management is the city’s lead agency for planning, coordinating, and managing responses to disasters and major emergencies affecting San Francisco.
  • 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: San Francisco (core company Tools for Humanity)
Triple: [Worldcoin, headquarteredIn, San Francisco (core company Tools for Humanity)]
Generated description
San Francisco is a major coastal city in Northern California known for its technology industry, cultural diversity, and role as a global innovation hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: San Francisco (core company Tools for Humanity)
Target entity description: San Francisco is a major coastal city in Northern California known for its technology industry, cultural diversity, and role as a global innovation hub.
  • A. San Francisco Department of Technology
    The San Francisco Department of Technology is the city and county’s central IT agency, responsible for managing and securing its technology infrastructure, digital services, and telecommunications systems.
  • B. San Francisco Office of Economic and Workforce Development
    The San Francisco Office of Economic and Workforce Development is a city agency that promotes job creation, supports local businesses, and coordinates workforce development programs to strengthen San Francisco’s economy.
  • C. San Francisco Human Services Agency
    The San Francisco Human Services Agency is the city and county’s primary public agency responsible for delivering social services and safety net programs to low-income, vulnerable, and at-risk residents.
  • D. San Francisco Tourism Improvement District Management Corporation
    The San Francisco Tourism Improvement District Management Corporation is a nonprofit organization that oversees tourism-related initiatives and facilities in San Francisco, including the city’s primary convention and exhibition venues.
  • E. San Francisco Office of Emergency Management
    The San Francisco Office of Emergency Management is the city’s lead agency for planning, coordinating, and managing responses to disasters and major emergencies affecting San Francisco.
  • 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_69c008a80f748190ba3d07ffc81acb29 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c060fdf7ac8190a0e887907ec9a922 completed March 22, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69c141c30d28819095d719adc421b02d completed March 23, 2026, 1:36 p.m.
NEDg Description generation batch_69c14426f414819084bd3bafa81d6c00 completed March 23, 2026, 1:46 p.m.
NED2 Entity disambiguation (via description) batch_69c144b45a148190a95095d7141ddeb0 completed March 23, 2026, 1:48 p.m.
Created at: March 22, 2026, 4:18 p.m.