Triple

T4271865
Position Surface form Disambiguated ID Type / Status
Subject San Francisco Office of Economic and Workforce Development E96958 entity
Predicate hasOfficialName P66 FINISHED
Object Office of Economic and Workforce Development
The Office of Economic and Workforce Development is a San Francisco city agency that promotes economic growth, supports local businesses, and develops workforce programs to connect residents with jobs and training opportunities.
E427247 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: Office of Economic and Workforce Development | Statement: [San Francisco Office of Economic and Workforce Development, hasOfficialName, Office of Economic and Workforce Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Office of Economic and Workforce Development
Context triple: [San Francisco Office of Economic and Workforce Development, hasOfficialName, Office of Economic and Workforce Development]
  • A. Office of Economic and Development Affairs
    The Office of Economic and Development Affairs is a U.S. State Department office that leads engagement on economic, development, and related policy issues within international organizations and multilateral forums.
  • B. Office of Economic Opportunity
    The Office of Economic Opportunity was a U.S. federal agency that led President Lyndon B. Johnson’s War on Poverty by administering community action programs and other anti-poverty initiatives in the 1960s and early 1970s.
  • C. Division of Employment and Training Services
    The Division of Employment and Training Services is a state agency unit in Alaska that administers workforce development, job placement, and training programs to support employers and job seekers.
  • D. Committee on Workforce Development
    The Committee on Workforce Development is a Chicago City Council body that focuses on policies and programs related to job creation, employment training, and workforce initiatives in the city.
  • E. Office of Economic and Regional Affairs
    The Office of Economic and Regional Affairs is a unit within the U.S. Department of State’s Bureau of African Affairs that focuses on economic policy, trade, and regional integration issues affecting African countries.
  • 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: Office of Economic and Workforce Development
Triple: [San Francisco Office of Economic and Workforce Development, hasOfficialName, Office of Economic and Workforce Development]
Generated description
The Office of Economic and Workforce Development is a San Francisco city agency that promotes economic growth, supports local businesses, and develops workforce programs to connect residents with jobs and training opportunities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Office of Economic and Workforce Development
Target entity description: The Office of Economic and Workforce Development is a San Francisco city agency that promotes economic growth, supports local businesses, and develops workforce programs to connect residents with jobs and training opportunities.
  • A. Office of Economic and Development Affairs
    The Office of Economic and Development Affairs is a U.S. State Department office that leads engagement on economic, development, and related policy issues within international organizations and multilateral forums.
  • B. Office of Economic Opportunity
    The Office of Economic Opportunity was a U.S. federal agency that led President Lyndon B. Johnson’s War on Poverty by administering community action programs and other anti-poverty initiatives in the 1960s and early 1970s.
  • C. Division of Employment and Training Services
    The Division of Employment and Training Services is a state agency unit in Alaska that administers workforce development, job placement, and training programs to support employers and job seekers.
  • D. Committee on Workforce Development
    The Committee on Workforce Development is a Chicago City Council body that focuses on policies and programs related to job creation, employment training, and workforce initiatives in the city.
  • E. Office of Economic and Regional Affairs
    The Office of Economic and Regional Affairs is a unit within the U.S. Department of State’s Bureau of African Affairs that focuses on economic policy, trade, and regional integration issues affecting African countries.
  • 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_69b34543f06c8190915ebb1a4574ffa9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34ffce3d8819083d2278547fa52c1 completed March 12, 2026, 11:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5b7a7fbe0819080076b8d8e4c3bbe completed March 14, 2026, 7:31 p.m.
NEDg Description generation batch_69b5b84b58a081909618d0c108317f92 completed March 14, 2026, 7:34 p.m.
NED2 Entity disambiguation (via description) batch_69b5b8c3fb208190b091da57f7b1f704 completed March 14, 2026, 7:36 p.m.
Created at: March 12, 2026, 11:07 p.m.