Triple

T19329006
Position Surface form Disambiguated ID Type / Status
Subject Mayor of Milwaukee E483435 entity
Predicate hasHadNotableHolder P1918 FINISHED
Object John Norquist
John Norquist is an American politician and urbanist best known for his long tenure as Milwaukee’s mayor and his advocacy for New Urbanism and freeway removal.
 E1371176 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: John Norquist | Statement: [Mayor of Milwaukee, hasHadNotableHolder, John Norquist]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Norquist
Context triple: [Mayor of Milwaukee, hasHadNotableHolder, John Norquist]
  • A. Grover Norquist
    Grover Norquist is an American conservative activist and founder of Americans for Tax Reform, best known for promoting the Taxpayer Protection Pledge to oppose tax increases.
  • B. Bill Rasmussen
    Bill Rasmussen is an American sports broadcasting executive best known for creating ESPN, the first 24-hour cable sports television network.
  • C. John R Street
    John R Street is a major north–south thoroughfare in Detroit, Michigan, running through the Midtown area and connecting several key neighborhoods and landmarks.
  • D. Michael Steele
    Michael Steele is an American political commentator and former chairman of the Republican National Committee.
  • E. Mike Donnelly
    Mike Donnelly is the well-meaning but accident-prone protagonist of the comedy film "Black Sheep," whose misadventures jeopardize his brother’s political campaign.
  • 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: John Norquist
Triple: [Mayor of Milwaukee, hasHadNotableHolder, John Norquist]
Generated description
John Norquist is an American politician and urbanist best known for his long tenure as Milwaukee’s mayor and his advocacy for New Urbanism and freeway removal.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Norquist
Target entity description: John Norquist is an American politician and urbanist best known for his long tenure as Milwaukee’s mayor and his advocacy for New Urbanism and freeway removal.
  • A. Grover Norquist
    Grover Norquist is an American conservative activist and founder of Americans for Tax Reform, best known for promoting the Taxpayer Protection Pledge to oppose tax increases.
  • B. Bill Rasmussen
    Bill Rasmussen is an American sports broadcasting executive best known for creating ESPN, the first 24-hour cable sports television network.
  • C. John R Street
    John R Street is a major north–south thoroughfare in Detroit, Michigan, running through the Midtown area and connecting several key neighborhoods and landmarks.
  • D. Michael Steele
    Michael Steele is an American political commentator and former chairman of the Republican National Committee.
  • E. Mike Donnelly
    Mike Donnelly is the well-meaning but accident-prone protagonist of the comedy film "Black Sheep," whose misadventures jeopardize his brother’s political campaign.
  • 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_69d8e8d13e3c81909d91d1d5ec37c095 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e6163ffddc81909e9cb13e780f1f18 completed April 20, 2026, 12:04 p.m.
NED1 Entity disambiguation (via context triple) batch_6a071bdeadc08190b44953632fea403e completed May 15, 2026, 1:13 p.m.
NEDg Description generation batch_6a071c8a9dec8190a4fbb88736b73912 completed May 15, 2026, 1:15 p.m.
NED2 Entity disambiguation (via description) batch_6a071e0e00208190a6e05266d5bc47e2 completed May 15, 2026, 1:22 p.m.
Created at: April 10, 2026, 1:33 p.m.