Triple

T22790453
Position Surface form Disambiguated ID Type / Status
Subject 2019 Chicago mayoral election E564094 entity
Predicate nextElection P659 FINISHED
Object 2023 Chicago mayoral election
The 2023 Chicago mayoral election was the city’s municipal contest in which voters chose a successor to Mayor Lori Lightfoot, ultimately electing Brandon Johnson as mayor.
E1556458 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: 2023 Chicago mayoral election | Statement: [2019 Chicago mayoral election, nextElection, 2023 Chicago mayoral election]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 2023 Chicago mayoral election
Context triple: [2019 Chicago mayoral election, nextElection, 2023 Chicago mayoral election]
  • A. 2019 Chicago mayoral election
    The 2019 Chicago mayoral election was the contest in which Lori Lightfoot won the mayoralty, becoming the city’s first Black woman and first openly gay mayor.
  • B. 2015 Chicago mayoral election
    The 2015 Chicago mayoral election was a municipal contest in which voters chose the city’s mayor, notable for being the first Chicago mayoral race to require a runoff under the city’s nonpartisan election system.
  • C. 2003 Chicago mayoral election
    The 2003 Chicago mayoral election was the municipal contest in which incumbent Mayor Richard M. Daley won another term leading the city of Chicago.
  • D. 2007 Chicago mayoral election
    The 2007 Chicago mayoral election was a municipal contest in which long-serving incumbent Richard M. Daley secured another term as mayor of Chicago.
  • E. 1999 Chicago mayoral election
    The 1999 Chicago mayoral election was a municipal contest in which long-serving incumbent Richard M. Daley secured another term as mayor of Chicago.
  • 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: 2023 Chicago mayoral election
Triple: [2019 Chicago mayoral election, nextElection, 2023 Chicago mayoral election]
Generated description
The 2023 Chicago mayoral election was the city’s municipal contest in which voters chose a successor to Mayor Lori Lightfoot, ultimately electing Brandon Johnson as mayor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 2023 Chicago mayoral election
Target entity description: The 2023 Chicago mayoral election was the city’s municipal contest in which voters chose a successor to Mayor Lori Lightfoot, ultimately electing Brandon Johnson as mayor.
  • A. 2019 Chicago mayoral election
    The 2019 Chicago mayoral election was the contest in which Lori Lightfoot won the mayoralty, becoming the city’s first Black woman and first openly gay mayor.
  • B. 2015 Chicago mayoral election
    The 2015 Chicago mayoral election was a municipal contest in which voters chose the city’s mayor, notable for being the first Chicago mayoral race to require a runoff under the city’s nonpartisan election system.
  • C. 2003 Chicago mayoral election
    The 2003 Chicago mayoral election was the municipal contest in which incumbent Mayor Richard M. Daley won another term leading the city of Chicago.
  • D. 2007 Chicago mayoral election
    The 2007 Chicago mayoral election was a municipal contest in which long-serving incumbent Richard M. Daley secured another term as mayor of Chicago.
  • E. 1999 Chicago mayoral election
    The 1999 Chicago mayoral election was a municipal contest in which long-serving incumbent Richard M. Daley secured another term as mayor of Chicago.
  • 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_69e2455500788190b4b33030461f3bbd completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17c3545fc819084af67cc25e94839 completed April 29, 2026, 3:34 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ba7a098488190ac57cf88793a456c completed May 18, 2026, 11:58 p.m.
NEDg Description generation batch_6a0ba8bb77bc81909c5422f9d73c1e70 completed May 19, 2026, 12:03 a.m.
NED2 Entity disambiguation (via description) batch_6a0ba94752c48190a8892cac5ef862b2 completed May 19, 2026, 12:05 a.m.
Created at: April 17, 2026, 3:29 p.m.