Triple

T2070532
Position Surface form Disambiguated ID Type / Status
Subject San Francisco Department of Public Health E44805 entity
Predicate oversees P46 FINISHED
Object San Francisco Health Network
San Francisco Health Network is an integrated public healthcare delivery system providing medical, behavioral health, and specialty services to residents of San Francisco, particularly underserved and vulnerable populations.
 E231013 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 Health Network | Statement: [San Francisco Department of Public Health, oversees, San Francisco Health Network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: San Francisco Health Network
Context triple: [San Francisco Department of Public Health, oversees, San Francisco Health Network]
  • A. 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.
  • B. Palo Alto Medical Foundation
    Palo Alto Medical Foundation is a large, not-for-profit healthcare organization and medical group providing comprehensive outpatient and specialty care throughout Northern California.
  • C. Stanford Health Care
    Stanford Health Care is a major academic medical center and healthcare system affiliated with Stanford University, known for advanced specialty care, research, and teaching.
  • D. Berkeley Medical Center
    Berkeley Medical Center is a regional hospital and healthcare facility serving the community of Martinsburg and the surrounding areas in West Virginia.
  • E. Good Samaritan Medical Center
    Good Samaritan Medical Center is a regional acute care hospital serving the healthcare needs of residents in and around Brockton, Massachusetts.
  • 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 Health Network
Triple: [San Francisco Department of Public Health, oversees, San Francisco Health Network]
Generated description
San Francisco Health Network is an integrated public healthcare delivery system providing medical, behavioral health, and specialty services to residents of San Francisco, particularly underserved and vulnerable populations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: San Francisco Health Network
Target entity description: San Francisco Health Network is an integrated public healthcare delivery system providing medical, behavioral health, and specialty services to residents of San Francisco, particularly underserved and vulnerable populations.
  • A. 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.
  • B. Palo Alto Medical Foundation
    Palo Alto Medical Foundation is a large, not-for-profit healthcare organization and medical group providing comprehensive outpatient and specialty care throughout Northern California.
  • C. Stanford Health Care
    Stanford Health Care is a major academic medical center and healthcare system affiliated with Stanford University, known for advanced specialty care, research, and teaching.
  • D. Berkeley Medical Center
    Berkeley Medical Center is a regional hospital and healthcare facility serving the community of Martinsburg and the surrounding areas in West Virginia.
  • E. Good Samaritan Medical Center
    Good Samaritan Medical Center is a regional acute care hospital serving the healthcare needs of residents in and around Brockton, Massachusetts.
  • 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_69a88916c2b48190a5ca2e9b12cad3ed completed March 4, 2026, 7:33 p.m.
NER Named-entity recognition batch_69abb9f677108190aea3c8db7850c892 completed March 7, 2026, 5:39 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae27289eb081909bfbc9bf2cd14878 completed March 9, 2026, 1:49 a.m.
NEDg Description generation batch_69ae28c163088190818891302f7faa8e completed March 9, 2026, 1:56 a.m.
NED2 Entity disambiguation (via description) batch_69ae292a9d7481909acbc3a5f24ff0b9 completed March 9, 2026, 1:58 a.m.
Created at: March 4, 2026, 7:41 p.m.