Triple

T4214461
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 Department of Public Health E44805 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 Department of Public Health | Statement: [San Francisco Department of Homelessness and Supportive Housing, collaboratesWith, San Francisco Department of Public Health]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: San Francisco Department of Public Health
Context triple: [San Francisco Department of Homelessness and Supportive Housing, collaboratesWith, San Francisco Department of Public Health]
  • A. San Francisco Department of Public Health chosen
    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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. California Department of Public Health
    The California Department of Public Health is the state agency responsible for protecting and improving the health of Californians through disease prevention, health promotion, and regulation of public health standards.
  • 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_69b59634e52c81908cb967f124a96950 completed March 14, 2026, 5:09 p.m.
Created at: March 12, 2026, 11:04 p.m.