Triple
T773160
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Government of San Francisco |
E16327
|
entity |
| Predicate | hasAgency |
P3933
|
FINISHED |
| Object |
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.
|
E94609
|
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 Planning Department | Statement: [Government of San Francisco, hasAgency, San Francisco Planning Department]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Francisco Planning Department Context triple: [Government of San Francisco, hasAgency, San Francisco Planning Department]
-
A.
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.
-
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.
City of Berkeley Planning Department
The City of Berkeley Planning Department is the municipal agency responsible for overseeing land use, development, and historic preservation, including the administration of the city’s landmark program.
-
D.
San Francisco Department of Building Inspection
The San Francisco Department of Building Inspection is the city agency responsible for enforcing building codes, issuing permits, and overseeing construction safety and compliance within San Francisco.
-
E.
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.
- 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 Planning Department Triple: [Government of San Francisco, hasAgency, San Francisco Planning Department]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: San Francisco Planning Department Target entity description: 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.
-
A.
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.
-
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.
City of Berkeley Planning Department
The City of Berkeley Planning Department is the municipal agency responsible for overseeing land use, development, and historic preservation, including the administration of the city’s landmark program.
-
D.
San Francisco Department of Building Inspection
The San Francisco Department of Building Inspection is the city agency responsible for enforcing building codes, issuing permits, and overseeing construction safety and compliance within San Francisco.
-
E.
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.
- 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_69a67efa8dd481909097c551bf3a61dc |
completed | March 3, 2026, 6:26 a.m. |
| NEDg | Description generation | batch_69a67f6ed2b08190bd03d34e60498110 |
completed | March 3, 2026, 6:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a68257aab88190a7aefda939dc7f97 |
completed | March 3, 2026, 6:40 a.m. |
Created at: March 1, 2026, 7:37 p.m.