Triple

T5541912
Position Surface form Disambiguated ID Type / Status
Subject Fond du Lac County, Wisconsin E145307 entity
Predicate hasTown P847 FINISHED
Object Forest, Wisconsin
Forest, Wisconsin is a small rural town located in Fond du Lac County in the east-central region of the state.
E551117 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: Forest, Wisconsin | Statement: [Fond du Lac County, Wisconsin, hasTown, Forest, Wisconsin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Forest, Wisconsin
Context triple: [Fond du Lac County, Wisconsin, hasTown, Forest, Wisconsin]
  • A. Osceola, Wisconsin
    Osceola, Wisconsin is a small village in western Wisconsin known as the birthplace of influential American furniture designer and Arts and Crafts movement leader Gustav Stickley.
  • B. Elkhorn, Wisconsin
    Elkhorn, Wisconsin is a small city in southeastern Wisconsin known as the administrative and commercial hub of Walworth County.
  • C. 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.
  • D. 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.
  • E. Chippewa Falls, Wisconsin
    Chippewa Falls, Wisconsin is a small city in northwestern Wisconsin known for its historic lumber and brewing industries and its scenic location along the Chippewa River.
  • 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: Forest, Wisconsin
Triple: [Fond du Lac County, Wisconsin, hasTown, Forest, Wisconsin]
Generated description
Forest, Wisconsin is a small rural town located in Fond du Lac County in the east-central region of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Forest, Wisconsin
Target entity description: Forest, Wisconsin is a small rural town located in Fond du Lac County in the east-central region of the state.
  • A. Osceola, Wisconsin
    Osceola, Wisconsin is a small village in western Wisconsin known as the birthplace of influential American furniture designer and Arts and Crafts movement leader Gustav Stickley.
  • B. Elkhorn, Wisconsin
    Elkhorn, Wisconsin is a small city in southeastern Wisconsin known as the administrative and commercial hub of Walworth County.
  • C. 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.
  • D. 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.
  • E. Chippewa Falls, Wisconsin
    Chippewa Falls, Wisconsin is a small city in northwestern Wisconsin known for its historic lumber and brewing industries and its scenic location along the Chippewa River.
  • 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_69c008fa64888190adae56c8f9ea4031 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01fc7e26481908cec8d0483170ea5 completed March 22, 2026, 4:58 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0a13624e081908a790e85258d8d49 completed March 23, 2026, 2:11 a.m.
NEDg Description generation batch_69c0a210d9788190b3a40e8ec2f2c6b6 completed March 23, 2026, 2:14 a.m.
NED2 Entity disambiguation (via description) batch_69c0a2afcef88190a77c8089a1b85393 completed March 23, 2026, 2:17 a.m.
Created at: March 22, 2026, 3:35 p.m.