Triple

T6908553
Position Surface form Disambiguated ID Type / Status
Subject Dallas City Council E159872 entity
Predicate appoints P257 FINISHED
Object City Secretary of Dallas
The City Secretary of Dallas is a key municipal official responsible for maintaining city records, managing City Council agendas and minutes, and overseeing local elections and public information services.
 E628383 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 Secretary of Dallas | Statement: [Dallas City Council, appoints, City Secretary of Dallas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: City Secretary of Dallas
Context triple: [Dallas City Council, appoints, City Secretary 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. 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.
  • C. 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.
  • D. Oakland City Council Vice Mayor
    The Oakland City Council Vice Mayor is a councilmember selected to serve as the council’s second-highest-ranking official, often presiding in the mayor’s absence and helping lead legislative and policy initiatives for the City of Oakland.
  • E. Phoenix City Manager
    The Phoenix City Manager is the chief administrative official responsible for overseeing the day-to-day operations and departments of the municipal government of Phoenix, Arizona.
  • 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 Secretary of Dallas
Triple: [Dallas City Council, appoints, City Secretary of Dallas]
Generated description
The City Secretary of Dallas is a key municipal official responsible for maintaining city records, managing City Council agendas and minutes, and overseeing local elections and public information services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: City Secretary of Dallas
Target entity description: The City Secretary of Dallas is a key municipal official responsible for maintaining city records, managing City Council agendas and minutes, and overseeing local elections and public information services.
  • 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. 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.
  • C. 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.
  • D. Oakland City Council Vice Mayor
    The Oakland City Council Vice Mayor is a councilmember selected to serve as the council’s second-highest-ranking official, often presiding in the mayor’s absence and helping lead legislative and policy initiatives for the City of Oakland.
  • E. Phoenix City Manager
    The Phoenix City Manager is the chief administrative official responsible for overseeing the day-to-day operations and departments of the municipal government of Phoenix, Arizona.
  • 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_69c75124cab88190a1510d77ed61c945 completed March 28, 2026, 3:55 a.m.
NEDg Description generation batch_69c7521b93f0819096660800c1166f5d completed March 28, 2026, 3:59 a.m.
NED2 Entity disambiguation (via description) batch_69c75264e65081908859551feaf1006c completed March 28, 2026, 4 a.m.
Created at: March 27, 2026, 2:25 p.m.