Triple

T10931223
Position Surface form Disambiguated ID Type / Status
Subject Brodhead E258209 entity
Predicate hasAssociatedPlaceName P73979 FINISHED
Object Brodhead, Wisconsin
Brodhead, Wisconsin is a small city in Green and Rock counties known for its agricultural roots, historic downtown, and access to the Sugar River State Trail.
E893433 NE FINISHED

How this triple was built (5 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: Brodhead, Wisconsin | Statement: [Brodhead, hasAssociatedPlaceName, Brodhead, Wisconsin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brodhead, Wisconsin
Context triple: [Brodhead, hasAssociatedPlaceName, Brodhead, Wisconsin]
  • A. Elkhorn, Wisconsin
    Elkhorn, Wisconsin is a small city in southeastern Wisconsin known as the administrative and commercial hub of Walworth County.
  • B. Taycheedah, Wisconsin
    Taycheedah, Wisconsin is a small unincorporated community and former town in east-central Wisconsin known for its rural character and proximity to Lake Winnebago.
  • C. Prairie du Chien, Wisconsin
    Prairie du Chien, Wisconsin is a historic Mississippi River city in southwestern Wisconsin known as one of the state’s oldest European settlements and a longtime regional trading center.
  • D. Two Rivers, Wisconsin
    Two Rivers, Wisconsin is a small lakeside city on the shores of Lake Michigan known for its maritime heritage and claim as the birthplace of the ice cream sundae.
  • E. Fish Creek, Wisconsin
    Fish Creek, Wisconsin is a small, scenic village and popular tourist destination on the shores of Green Bay in Door County, known for its waterfront, arts scene, and access to Peninsula State Park.
  • 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: Brodhead, Wisconsin
Triple: [Brodhead, hasAssociatedPlaceName, Brodhead, Wisconsin]
Generated description
Brodhead, Wisconsin is a small city in Green and Rock counties known for its agricultural roots, historic downtown, and access to the Sugar River State Trail.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brodhead, Wisconsin
Target entity description: Brodhead, Wisconsin is a small city in Green and Rock counties known for its agricultural roots, historic downtown, and access to the Sugar River State Trail.
  • A. Elkhorn, Wisconsin
    Elkhorn, Wisconsin is a small city in southeastern Wisconsin known as the administrative and commercial hub of Walworth County.
  • B. Taycheedah, Wisconsin
    Taycheedah, Wisconsin is a small unincorporated community and former town in east-central Wisconsin known for its rural character and proximity to Lake Winnebago.
  • C. Prairie du Chien, Wisconsin
    Prairie du Chien, Wisconsin is a historic Mississippi River city in southwestern Wisconsin known as one of the state’s oldest European settlements and a longtime regional trading center.
  • D. Two Rivers, Wisconsin
    Two Rivers, Wisconsin is a small lakeside city on the shores of Lake Michigan known for its maritime heritage and claim as the birthplace of the ice cream sundae.
  • E. Fish Creek, Wisconsin
    Fish Creek, Wisconsin is a small, scenic village and popular tourist destination on the shores of Green Bay in Door County, known for its waterfront, arts scene, and access to Peninsula State Park.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasAssociatedPlaceName
Context triple: [Brodhead, hasAssociatedPlaceName, Brodhead, Wisconsin]
  • A. hasPlaceNamesIn chosen
    Indicates that something contains, references, or is associated with one or more place names within it.
  • B. hasNotableToponym
    Indicates that an entity is associated with a place name that is particularly notable, distinctive, or significant.
  • C. hasAssociatedCity
    Indicates that one entity is linked or related to a specific city, typically as its location, base, or primary area of association.
  • D. hasPlaceNamedAfter
    Indicates that one place is named in honor of or derived from the name of another place.
  • E. hasAssociatedCityFormerName
    Indicates that an entity is linked to a city by referencing one of that city's former or historical names.
  • F. None of above.

Provenance (6 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_69d6aa8769b4819082bfe5e61b9017f0 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d770a062f481908beb76c6dbaeb6a6 completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2175711d4819088f93bdf64ba4d3f completed April 17, 2026, 11:19 a.m.
NEDg Description generation batch_69e21e54e22881908726f088643edfd2 completed April 17, 2026, 11:49 a.m.
NED2 Entity disambiguation (via description) batch_69e21f1134d0819082fcc735da61d347 completed April 17, 2026, 11:52 a.m.
PD Predicate disambiguation batch_69d72e799f808190b6ab64fc7586a303 completed April 9, 2026, 4:43 a.m.
Created at: April 8, 2026, 9:23 p.m.