Triple

T6908552
Position Surface form Disambiguated ID Type / Status
Subject Dallas City Council E159872 entity
Predicate appoints P257 FINISHED
Object City Auditor of Dallas
The City Auditor of Dallas is an independent official responsible for evaluating and improving the efficiency, effectiveness, and accountability of the City of Dallas’s operations and finances.
E627895 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: City Auditor of Dallas | Statement: [Dallas City Council, appoints, City Auditor of Dallas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: City Auditor of Dallas
Context triple: [Dallas City Council, appoints, City Auditor of Dallas]
  • A. City Manager of Dallas
    The City Manager of Dallas is the appointed chief administrative officer responsible for overseeing day-to-day operations and implementing policies for the City of Dallas.
  • B. Mayor of Dallas
    The Mayor of Dallas is the elected chief executive of the city government of Dallas, Texas, responsible for providing leadership, setting policy priorities, and representing the city locally and nationally.
  • C. Dallas County District Attorney
    The Dallas County District Attorney is the chief prosecutor for Dallas County, Texas, responsible for representing the state in criminal cases and significant legal matters arising within the county.
  • D. Los Angeles City Controller
    The Los Angeles City Controller is the independently elected chief auditor and accountant for the City of Los Angeles, responsible for overseeing city finances, conducting audits, and promoting fiscal transparency and accountability.
  • E. City Treasurer of Chicago
    The City Treasurer of Chicago is the elected official responsible for managing and investing the city’s funds and overseeing its financial assets and cash flow.
  • 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: City Auditor of Dallas
Triple: [Dallas City Council, appoints, City Auditor of Dallas]
Generated description
The City Auditor of Dallas is an independent official responsible for evaluating and improving the efficiency, effectiveness, and accountability of the City of Dallas’s operations and finances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: City Auditor of Dallas
Target entity description: The City Auditor of Dallas is an independent official responsible for evaluating and improving the efficiency, effectiveness, and accountability of the City of Dallas’s operations and finances.
  • A. City Manager of Dallas
    The City Manager of Dallas is the appointed chief administrative officer responsible for overseeing day-to-day operations and implementing policies for the City of Dallas.
  • B. Mayor of Dallas
    The Mayor of Dallas is the elected chief executive of the city government of Dallas, Texas, responsible for providing leadership, setting policy priorities, and representing the city locally and nationally.
  • C. Dallas County District Attorney
    The Dallas County District Attorney is the chief prosecutor for Dallas County, Texas, responsible for representing the state in criminal cases and significant legal matters arising within the county.
  • D. Los Angeles City Controller
    The Los Angeles City Controller is the independently elected chief auditor and accountant for the City of Los Angeles, responsible for overseeing city finances, conducting audits, and promoting fiscal transparency and accountability.
  • E. City Treasurer of Chicago
    The City Treasurer of Chicago is the elected official responsible for managing and investing the city’s funds and overseeing its financial assets and cash flow.
  • 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_69c68839ccb88190b4aa5cc1aca3448f completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6d9be98748190b5cb698e66e3aa42 completed March 27, 2026, 7:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c74901aee08190a5e132200fd58c05 completed March 28, 2026, 3:20 a.m.
NEDg Description generation batch_69c74ab850c4819082cd229796176ff0 completed March 28, 2026, 3:27 a.m.
NED2 Entity disambiguation (via description) batch_69c74b5d391481909273e62259732ef2 completed March 28, 2026, 3:30 a.m.
Created at: March 27, 2026, 2:25 p.m.