Triple
T773162
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of San Francisco |
E16327
|
entity |
| Predicate | hasAgency |
P3933
|
FINISHED |
| Object |
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.
|
E93265
|
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 Human Services Agency | Statement: [Government of San Francisco, hasAgency, San Francisco Human Services Agency]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Francisco Human Services Agency Context triple: [Government of San Francisco, hasAgency, San Francisco Human Services Agency]
-
A.
San Francisco Department of Public Health
The San Francisco Department of Public Health is the city and county’s public health agency responsible for protecting and promoting community health through clinical services, disease prevention, and health policy programs.
-
B.
San Francisco Recreation and Parks Department
The San Francisco Recreation and Parks Department is the municipal agency responsible for operating and maintaining the city’s public parks, recreational facilities, and open spaces.
-
C.
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.
-
D.
San Francisco Juvenile Probation Department
The San Francisco Juvenile Probation Department is a local government agency responsible for supervising and rehabilitating youth involved in the juvenile justice system in San Francisco.
-
E.
San Francisco Arts Commission
The San Francisco Arts Commission is the city’s official public arts agency, responsible for supporting, funding, and overseeing public art and cultural programs throughout 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 Human Services Agency Triple: [Government of San Francisco, hasAgency, San Francisco Human Services Agency]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: San Francisco Human Services Agency Target entity description: 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.
-
A.
San Francisco Department of Public Health
The San Francisco Department of Public Health is the city and county’s public health agency responsible for protecting and promoting community health through clinical services, disease prevention, and health policy programs.
-
B.
San Francisco Recreation and Parks Department
The San Francisco Recreation and Parks Department is the municipal agency responsible for operating and maintaining the city’s public parks, recreational facilities, and open spaces.
-
C.
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.
-
D.
San Francisco Juvenile Probation Department
The San Francisco Juvenile Probation Department is a local government agency responsible for supervising and rehabilitating youth involved in the juvenile justice system in San Francisco.
-
E.
San Francisco Arts Commission
The San Francisco Arts Commission is the city’s official public arts agency, responsible for supporting, funding, and overseeing public art and cultural programs throughout 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_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_69a6733a21bc81909fa8f18cf8e0356a |
completed | March 3, 2026, 5:35 a.m. |
| NEDg | Description generation | batch_69a676dd01688190a75f606279630e3b |
completed | March 3, 2026, 5:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a677534eb88190bac864e663a900f1 |
completed | March 3, 2026, 5:53 a.m. |
Created at: March 1, 2026, 7:37 p.m.