Triple

T773168

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of San Francisco	`E16327`	entity
Predicate	hasAgency	`P3933`	FINISHED
Object	San Francisco Department of the Environment The San Francisco Department of the Environment is a city agency responsible for developing and implementing policies and programs to promote environmental sustainability, climate action, and resource conservation in San Francisco.	`E95565`	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 Department of the Environment | Statement: [Government of San Francisco, hasAgency, San Francisco Department of the Environment]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: San Francisco Department of the Environment
Context triple: [Government of San Francisco, hasAgency, San Francisco Department of the Environment]

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. 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 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.
E. 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.
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 Department of the Environment
Triple: [Government of San Francisco, hasAgency, San Francisco Department of the Environment]

Generated description

The San Francisco Department of the Environment is a city agency responsible for developing and implementing policies and programs to promote environmental sustainability, climate action, and resource conservation in San Francisco.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: San Francisco Department of the Environment
Target entity description: The San Francisco Department of the Environment is a city agency responsible for developing and implementing policies and programs to promote environmental sustainability, climate action, and resource conservation in San Francisco.

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. 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 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.
E. 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.
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_69a6891fb80481909ed2ce30789c945e`	completed	March 3, 2026, 7:09 a.m.
NEDg	Description generation	`batch_69a689c9974c819082082cd83fe46cbc`	completed	March 3, 2026, 7:12 a.m.
NED2	Entity disambiguation (via description)	`batch_69a6d763a7848190ba4d5266d581acdb`	completed	March 3, 2026, 12:43 p.m.

Created at: March 1, 2026, 7:37 p.m.