Triple

T15282636
Position Surface form Disambiguated ID Type / Status
Subject 2023 Dallas City Council election E365308 entity
Predicate precedes P97 FINISHED
Object 2025 Dallas City Council election
The 2025 Dallas City Council election is a scheduled municipal contest in which voters in Dallas, Texas, will choose members of the city council for the next term.
E1148648 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: 2025 Dallas City Council election | Statement: [2023 Dallas City Council election, precedes, 2025 Dallas City Council election]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2025 Dallas City Council election
Context triple: [2023 Dallas City Council election, precedes, 2025 Dallas City Council election]
  • A. 2023 Dallas City Council election
    The 2023 Dallas City Council election was a municipal race in Dallas, Texas, to choose members of the city council for new terms in local government.
  • B. 2015 Dallas mayoral election
    The 2015 Dallas mayoral election was a nonpartisan municipal race in which voters in Dallas, Texas, chose the city’s mayor for the subsequent four-year term.
  • C. 2023 Dallas mayoral election
    The 2023 Dallas mayoral election was the municipal contest in which voters of Dallas, Texas chose their city’s mayor for a new term.
  • D. 2019 Dallas mayoral election
    The 2019 Dallas mayoral election was the nonpartisan race in which Eric Johnson was first elected mayor of Dallas, Texas, succeeding term-limited Mayor Mike Rawlings.
  • E. 2021 Arlington mayoral election
    The 2021 Arlington mayoral election was the municipal contest in Arlington, Texas that selected a new mayor to succeed Jeff Williams, ultimately resulting in attorney and businessman Jim Ross winning the office.
  • 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: 2025 Dallas City Council election
Triple: [2023 Dallas City Council election, precedes, 2025 Dallas City Council election]
Generated description
The 2025 Dallas City Council election is a scheduled municipal contest in which voters in Dallas, Texas, will choose members of the city council for the next term.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2025 Dallas City Council election
Target entity description: The 2025 Dallas City Council election is a scheduled municipal contest in which voters in Dallas, Texas, will choose members of the city council for the next term.
  • A. 2023 Dallas City Council election
    The 2023 Dallas City Council election was a municipal race in Dallas, Texas, to choose members of the city council for new terms in local government.
  • B. 2015 Dallas mayoral election
    The 2015 Dallas mayoral election was a nonpartisan municipal race in which voters in Dallas, Texas, chose the city’s mayor for the subsequent four-year term.
  • C. 2023 Dallas mayoral election
    The 2023 Dallas mayoral election was the municipal contest in which voters of Dallas, Texas chose their city’s mayor for a new term.
  • D. 2019 Dallas mayoral election
    The 2019 Dallas mayoral election was the nonpartisan race in which Eric Johnson was first elected mayor of Dallas, Texas, succeeding term-limited Mayor Mike Rawlings.
  • E. 2021 Arlington mayoral election
    The 2021 Arlington mayoral election was the municipal contest in Arlington, Texas that selected a new mayor to succeed Jeff Williams, ultimately resulting in attorney and businessman Jim Ross winning the office.
  • 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_69d85a103d9081908c1ea6c4c73ac8e3 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e00e51f82081909f63d14b589d5587 completed April 15, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69feef773bc4819083c9a86543659aa9 completed May 9, 2026, 8:25 a.m.
NEDg Description generation batch_69fef1f731808190957aaa88a86b194c completed May 9, 2026, 8:36 a.m.
NED2 Entity disambiguation (via description) batch_69fef37d1b7081908c5b1be109f590d9 completed May 9, 2026, 8:42 a.m.
Created at: April 10, 2026, 3:15 a.m.