Triple
T4214462
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | San Francisco Department of Homelessness and Supportive Housing |
E93980
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object | San Francisco Mayor's Office |
E100011
|
NE FINISHED |
How this triple was built (2 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 Mayor's Office | Statement: [San Francisco Department of Homelessness and Supportive Housing, collaboratesWith, San Francisco Mayor's Office]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: San Francisco Mayor's Office Context triple: [San Francisco Department of Homelessness and Supportive Housing, collaboratesWith, San Francisco Mayor's Office]
-
A.
Office of the Mayor of San Francisco
chosen
The Office of the Mayor of San Francisco is the executive branch leadership office responsible for governing the City and County of San Francisco and overseeing its policies, services, and administration.
-
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 Board of Supervisors
The San Francisco Board of Supervisors is the city and county’s elected legislative body, responsible for passing local laws, approving budgets, and overseeing municipal agencies.
-
E.
City Administrator of San Francisco
The City Administrator of San Francisco is a high-ranking municipal executive responsible for overseeing the city’s administrative operations, services, and long-term planning.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b3451743608190808f41d17ccf2650 |
completed | March 12, 2026, 10:58 p.m. |
| NER | Named-entity recognition | batch_69b34be8ba408190baee362e5abbe75b |
completed | March 12, 2026, 11:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b76f07b4819097b59868af43b611 |
completed | March 14, 2026, 7:30 p.m. |
Created at: March 12, 2026, 11:04 p.m.