Triple
T773170
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of San Francisco |
E16327
|
entity |
| Predicate | hasAgency |
P3933
|
FINISHED |
| Object |
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.
|
E96958
|
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 Office of Economic and Workforce Development | Statement: [Government of San Francisco, hasAgency, San Francisco Office of Economic and Workforce Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Francisco Office of Economic and Workforce Development Context triple: [Government of San Francisco, hasAgency, San Francisco Office of Economic and Workforce Development]
-
A.
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.
-
B.
Government of San Francisco
The Government of San Francisco is the consolidated city-county administration that manages local legislative, executive, and municipal services for San Francisco, California.
-
C.
San Francisco Planning Department
The San Francisco Planning Department is the city agency responsible for guiding land use, urban design, and long-range planning to shape San Francisco’s physical development.
-
D.
San Francisco Department of Homelessness and Supportive Housing
The San Francisco Department of Homelessness and Supportive Housing is a city agency responsible for coordinating and delivering services, housing, and support programs for people experiencing or at risk of homelessness in San Francisco.
-
E.
San Francisco Department of Public Works
The San Francisco Department of Public Works is the city agency responsible for maintaining and improving San Francisco’s public infrastructure, including streets, sidewalks, public buildings, and related services.
- 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 Office of Economic and Workforce Development Triple: [Government of San Francisco, hasAgency, San Francisco Office of Economic and Workforce Development]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: San Francisco Office of Economic and Workforce Development Target entity description: 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.
-
A.
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.
-
B.
Government of San Francisco
The Government of San Francisco is the consolidated city-county administration that manages local legislative, executive, and municipal services for San Francisco, California.
-
C.
San Francisco Planning Department
The San Francisco Planning Department is the city agency responsible for guiding land use, urban design, and long-range planning to shape San Francisco’s physical development.
-
D.
San Francisco Department of Homelessness and Supportive Housing
The San Francisco Department of Homelessness and Supportive Housing is a city agency responsible for coordinating and delivering services, housing, and support programs for people experiencing or at risk of homelessness in San Francisco.
-
E.
San Francisco Department of Public Works
The San Francisco Department of Public Works is the city agency responsible for maintaining and improving San Francisco’s public infrastructure, including streets, sidewalks, public buildings, and related services.
- 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_69a49369a0848190af883934cee3db4c |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a72eda6c81908205ae5a1e05cc20 |
completed | March 1, 2026, 8:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a76d7a0a088190972b9505ecd43d65 |
completed | March 3, 2026, 11:23 p.m. |
| NEDg | Description generation | batch_69a78873daf48190aa4958a79f495903 |
completed | March 4, 2026, 1:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a788f364148190baae8fc3aecd04ab |
completed | March 4, 2026, 1:20 a.m. |
Created at: March 1, 2026, 7:37 p.m.