Triple

T4271914
Position Surface form Disambiguated ID Type / Status
Subject San Francisco Office of Emergency Management E96959 entity
Predicate parentOrganization P254 FINISHED
Object City Administrator’s Office of San Francisco
The City Administrator’s Office of San Francisco is a central municipal agency responsible for overseeing key city operations, services, and departments to ensure effective governance and public service delivery.
E428594 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: City Administrator’s Office of San Francisco | Statement: [San Francisco Office of Emergency Management, parentOrganization, City Administrator’s Office of San Francisco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City Administrator’s Office of San Francisco
Context triple: [San Francisco Office of Emergency Management, parentOrganization, City Administrator’s Office of San Francisco]
  • A. Office of the Mayor of San Francisco
    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. Office of the Controller of the City and County of San Francisco
    The Office of the Controller of the City and County of San Francisco is the independent financial watchdog and chief accounting office responsible for auditing, budgeting, and overseeing the city’s fiscal integrity and performance.
  • 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 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.
  • 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: City Administrator’s Office of San Francisco
Triple: [San Francisco Office of Emergency Management, parentOrganization, City Administrator’s Office of San Francisco]
Generated description
The City Administrator’s Office of San Francisco is a central municipal agency responsible for overseeing key city operations, services, and departments to ensure effective governance and public service delivery.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City Administrator’s Office of San Francisco
Target entity description: The City Administrator’s Office of San Francisco is a central municipal agency responsible for overseeing key city operations, services, and departments to ensure effective governance and public service delivery.
  • A. Office of the Mayor of San Francisco
    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. Office of the Controller of the City and County of San Francisco
    The Office of the Controller of the City and County of San Francisco is the independent financial watchdog and chief accounting office responsible for auditing, budgeting, and overseeing the city’s fiscal integrity and performance.
  • 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 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.
  • 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_69b34543f06c8190915ebb1a4574ffa9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34ffce3d8819083d2278547fa52c1 completed March 12, 2026, 11:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c71fc0bc8190922ae85d3bd23546 completed March 14, 2026, 8:37 p.m.
NEDg Description generation batch_69b5c7bd187c8190b79894c864ea5b19 completed March 14, 2026, 8:40 p.m.
NED2 Entity disambiguation (via description) batch_69b5c88035dc8190beacf43974a29c78 completed March 14, 2026, 8:43 p.m.
Created at: March 12, 2026, 11:07 p.m.