Triple

T3925543
Position Surface form Disambiguated ID Type / Status
Subject San Francisco Human Services Agency E93265 entity
Predicate abbreviation P43 FINISHED
Object SFHSA
SFHSA is the San Francisco Human Services Agency, the city and county department responsible for providing social services and public assistance programs to residents in need.
 E400406 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: SFHSA | Statement: [San Francisco Human Services Agency, abbreviation, SFHSA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: SFHSA
Context triple: [San Francisco Human Services Agency, abbreviation, SFHSA]
  • A. FRSA
    FRSA is the post-nominal designation for a Fellow of the Royal Society of Arts, an honor recognizing significant contributions to social progress and development in the arts, manufacturing, and commerce.
  • B. FSA
    FSA is the commonly used acronym for the First Step Act, a major U.S. federal criminal justice reform law enacted in 2018.
  • C. FSA
    FSA is the abbreviation for the former U.S. Federal Security Agency, a government body that once oversaw various federal social and public health programs.
  • D. FVHA
    FVHA is the ICAO airport code for Robert Gabriel Mugabe International Airport in Harare, Zimbabwe.
  • E. HSAS
    HSAS was a short-lived early-1980s hard rock supergroup featuring Sammy Hagar, Neal Schon, Kenny Aaronson, and Michael Shrieve.
  • 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: SFHSA
Triple: [San Francisco Human Services Agency, abbreviation, SFHSA]
Generated description
SFHSA is the San Francisco Human Services Agency, the city and county department responsible for providing social services and public assistance programs to residents in need.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: SFHSA
Target entity description: SFHSA is the San Francisco Human Services Agency, the city and county department responsible for providing social services and public assistance programs to residents in need.
  • A. FRSA
    FRSA is the post-nominal designation for a Fellow of the Royal Society of Arts, an honor recognizing significant contributions to social progress and development in the arts, manufacturing, and commerce.
  • B. FSA
    FSA is the commonly used acronym for the First Step Act, a major U.S. federal criminal justice reform law enacted in 2018.
  • C. FSA
    FSA is the abbreviation for the former U.S. Federal Security Agency, a government body that once oversaw various federal social and public health programs.
  • D. FVHA
    FVHA is the ICAO airport code for Robert Gabriel Mugabe International Airport in Harare, Zimbabwe.
  • E. HSAS
    HSAS was a short-lived early-1980s hard rock supergroup featuring Sammy Hagar, Neal Schon, Kenny Aaronson, and Michael Shrieve.
  • 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_69aed96bfa1081908f7b30f2c647dee6 completed March 9, 2026, 2:30 p.m.
NER Named-entity recognition batch_69aeed7f3cc881909464db1970ba39ae completed March 9, 2026, 3:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69b52873d5a881909c4c29f06b94a467 completed March 14, 2026, 9:20 a.m.
NEDg Description generation batch_69b52c7951d881908a3111581e0ab511 completed March 14, 2026, 9:38 a.m.
NED2 Entity disambiguation (via description) batch_69b52cd24e988190b25e3b3ccc937fdd completed March 14, 2026, 9:39 a.m.
Created at: March 9, 2026, 3:23 p.m.