Triple

T4306101
Position Surface form Disambiguated ID Type / Status
Subject District Attorney of San Francisco E99957 entity
Predicate employer P7 FINISHED
Object assistant district attorneys of San Francisco
Assistant district attorneys of San Francisco are prosecutors who represent the city and county in criminal cases, working under the elected District Attorney to investigate, charge, and litigate offenses in local courts.
E428842 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: assistant district attorneys of San Francisco | Statement: [District Attorney of San Francisco, employer, assistant district attorneys of San Francisco]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: assistant district attorneys of San Francisco
Context triple: [District Attorney of San Francisco, employer, assistant district attorneys of San Francisco]
  • A. District Attorney of San Francisco
    The District Attorney of San Francisco is the chief local prosecutor responsible for enforcing criminal law and overseeing felony and certain misdemeanor prosecutions within the City and County of San Francisco.
  • B. San Francisco Office of the City Attorney
    The San Francisco Office of the City Attorney is the municipal law office that provides legal counsel, representation, and services to the City and County of San Francisco and its officials.
  • C. District Attorney of Alameda County
    The District Attorney of Alameda County is the chief local prosecutor responsible for overseeing criminal prosecutions and legal enforcement within Alameda County, California.
  • D. City Attorney of San Francisco
    The City Attorney of San Francisco is the chief legal officer for the City and County of San Francisco, responsible for providing legal counsel to city officials and agencies and representing the municipality in civil legal matters.
  • E. Clerk of the Superior Court of California, County of San Francisco
    The Clerk of the Superior Court of California, County of San Francisco is the court official responsible for maintaining court records, processing filings, and supporting the administration of justice for the San Francisco Superior Court.
  • 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: assistant district attorneys of San Francisco
Triple: [District Attorney of San Francisco, employer, assistant district attorneys of San Francisco]
Generated description
Assistant district attorneys of San Francisco are prosecutors who represent the city and county in criminal cases, working under the elected District Attorney to investigate, charge, and litigate offenses in local courts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: assistant district attorneys of San Francisco
Target entity description: Assistant district attorneys of San Francisco are prosecutors who represent the city and county in criminal cases, working under the elected District Attorney to investigate, charge, and litigate offenses in local courts.
  • A. District Attorney of San Francisco
    The District Attorney of San Francisco is the chief local prosecutor responsible for enforcing criminal law and overseeing felony and certain misdemeanor prosecutions within the City and County of San Francisco.
  • B. San Francisco Office of the City Attorney
    The San Francisco Office of the City Attorney is the municipal law office that provides legal counsel, representation, and services to the City and County of San Francisco and its officials.
  • C. District Attorney of Alameda County
    The District Attorney of Alameda County is the chief local prosecutor responsible for overseeing criminal prosecutions and legal enforcement within Alameda County, California.
  • D. City Attorney of San Francisco
    The City Attorney of San Francisco is the chief legal officer for the City and County of San Francisco, responsible for providing legal counsel to city officials and agencies and representing the municipality in civil legal matters.
  • E. Clerk of the Superior Court of California, County of San Francisco
    The Clerk of the Superior Court of California, County of San Francisco is the court official responsible for maintaining court records, processing filings, and supporting the administration of justice for the San Francisco Superior Court.
  • 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_69b345528ebc8190b5abc7e95094792d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b350ba57ec8190afda7d8318e5d2d0 completed March 12, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5c75382848190a4f2141a72e3fb3a completed March 14, 2026, 8:38 p.m.
NEDg Description generation batch_69b5c7dcd4948190b996d215bcdd223d completed March 14, 2026, 8:41 p.m.
NED2 Entity disambiguation (via description) batch_69b5c863be608190985357d9bd13eb2d completed March 14, 2026, 8:43 p.m.
Created at: March 12, 2026, 11:09 p.m.