Triple
T773182
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of San Francisco |
E16327
|
entity |
| Predicate | hasAgency |
P3933
|
FINISHED |
| Object |
San Francisco Health Service System
The San Francisco Health Service System is a municipal agency that administers health and dental benefits for San Francisco city employees, retirees, and their eligible dependents.
|
E93981
|
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 Health Service System | Statement: [Government of San Francisco, hasAgency, San Francisco Health Service System]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Francisco Health Service System Context triple: [Government of San Francisco, hasAgency, San Francisco Health Service System]
-
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.
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.
-
C.
San Francisco VA Medical Center
San Francisco VA Medical Center is a major Veterans Affairs hospital and research facility in San Francisco that provides comprehensive healthcare services to U.S. military veterans and serves as a teaching hospital for the University of California, San Francisco.
-
D.
Stanford Health Care
Stanford Health Care is a major academic medical center and healthcare system affiliated with Stanford University, known for advanced specialty care, research, and teaching.
-
E.
UCSF Benioff Children’s Hospital Oakland
UCSF Benioff Children’s Hospital Oakland is a leading pediatric medical center in the San Francisco Bay Area, renowned for providing specialized, comprehensive care to infants, children, and adolescents.
- 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 Health Service System Triple: [Government of San Francisco, hasAgency, San Francisco Health Service System]
Generated description
The San Francisco Health Service System is a municipal agency that administers health and dental benefits for San Francisco city employees, retirees, and their eligible dependents.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: San Francisco Health Service System Target entity description: The San Francisco Health Service System is a municipal agency that administers health and dental benefits for San Francisco city employees, retirees, and their eligible dependents.
-
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.
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.
-
C.
San Francisco VA Medical Center
San Francisco VA Medical Center is a major Veterans Affairs hospital and research facility in San Francisco that provides comprehensive healthcare services to U.S. military veterans and serves as a teaching hospital for the University of California, San Francisco.
-
D.
Stanford Health Care
Stanford Health Care is a major academic medical center and healthcare system affiliated with Stanford University, known for advanced specialty care, research, and teaching.
-
E.
UCSF Benioff Children’s Hospital Oakland
UCSF Benioff Children’s Hospital Oakland is a leading pediatric medical center in the San Francisco Bay Area, renowned for providing specialized, comprehensive care to infants, children, and adolescents.
- 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_69a6787a808c81908e8db55a7f28ac90 |
completed | March 3, 2026, 5:58 a.m. |
| NEDg | Description generation | batch_69a6799322008190b66ae4a6c5a90786 |
completed | March 3, 2026, 6:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a67a07b5cc8190a7bbd767b00f5d99 |
completed | March 3, 2026, 6:04 a.m. |
Created at: March 1, 2026, 7:37 p.m.