Triple

T6144834
Position Surface form Disambiguated ID Type / Status
Subject 2007 Chicago mayoral election E137049 entity
Predicate partOf P40 FINISHED
Object Chicago municipal elections
Chicago municipal elections are regularly scheduled local contests in which city voters choose their mayor, city council members, and other municipal officials who govern Chicago.
 E556967 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: Chicago municipal elections | Statement: [2007 Chicago mayoral election, partOf, Chicago municipal elections]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chicago municipal elections
Context triple: [2007 Chicago mayoral election, partOf, Chicago municipal elections]
  • A. Chicago politics
    Chicago politics refers to the historically influential, often machine-driven political culture of Chicago, long dominated by powerful Democratic leaders and characterized by strong mayoral control, patronage, and ethnic and neighborhood-based alliances.
  • B. Los Angeles municipal elections
    Los Angeles municipal elections are regularly scheduled local contests in which city voters choose officials such as the mayor, city council members, and other municipal officeholders.
  • C. 1963 Chicago mayoral election
    The 1963 Chicago mayoral election was a municipal contest in which Democratic political boss Richard J. Daley secured another term as mayor, reinforcing his dominance over the city’s political landscape.
  • D. 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.
  • E. 1989 Chicago mayoral special election
    The 1989 Chicago mayoral special election was the contest in which Richard M. Daley won the mayoralty, beginning his long tenure as Chicago’s mayor.
  • 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: Chicago municipal elections
Triple: [2007 Chicago mayoral election, partOf, Chicago municipal elections]
Generated description
Chicago municipal elections are regularly scheduled local contests in which city voters choose their mayor, city council members, and other municipal officials who govern Chicago.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chicago municipal elections
Target entity description: Chicago municipal elections are regularly scheduled local contests in which city voters choose their mayor, city council members, and other municipal officials who govern Chicago.
  • A. Chicago politics chosen
    Chicago politics refers to the historically influential, often machine-driven political culture of Chicago, long dominated by powerful Democratic leaders and characterized by strong mayoral control, patronage, and ethnic and neighborhood-based alliances.
  • B. Los Angeles municipal elections
    Los Angeles municipal elections are regularly scheduled local contests in which city voters choose officials such as the mayor, city council members, and other municipal officeholders.
  • C. 1963 Chicago mayoral election
    The 1963 Chicago mayoral election was a municipal contest in which Democratic political boss Richard J. Daley secured another term as mayor, reinforcing his dominance over the city’s political landscape.
  • D. 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.
  • E. 1989 Chicago mayoral special election
    The 1989 Chicago mayoral special election was the contest in which Richard M. Daley won the mayoralty, beginning his long tenure as Chicago’s mayor.
  • F. None of above.

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_69c008a2c6308190a56519b22d55d083 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c05cb645508190aea2d77c9de174ba completed March 22, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c135fe8ae48190bfb20c335c7d32be completed March 23, 2026, 12:45 p.m.
NEDg Description generation batch_69c1371677a881908f24f990ce2da2a5 completed March 23, 2026, 12:50 p.m.
NED2 Entity disambiguation (via description) batch_69c137a10d908190a23c8be20277e803 completed March 23, 2026, 12:52 p.m.
Created at: March 22, 2026, 4:16 p.m.