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.