Triple

T22192781
Position Surface form Disambiguated ID Type / Status
Subject Wood County, Wisconsin E548470 entity
Predicate hasTown P847 FINISHED
Object Arpin, Wisconsin
Arpin, Wisconsin is a small rural village located in central Wisconsin within Wood County.
E1525388 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: Arpin, Wisconsin | Statement: [Wood County, Wisconsin, hasTown, Arpin, Wisconsin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arpin, Wisconsin
Context triple: [Wood County, Wisconsin, hasTown, Arpin, Wisconsin]
  • A. Argonne, Wisconsin
    Argonne, Wisconsin is a small unincorporated community and town located in Forest County in northern Wisconsin, known for its rural setting and proximity to Northwoods forests and outdoor recreation.
  • B. Sturtevant, Wisconsin
    Sturtevant, Wisconsin is a small village in Racine County known for its industrial base, residential communities, and regional rail connectivity between Milwaukee and Chicago.
  • C. Fairchild, Wisconsin
    Fairchild, Wisconsin is a small rural village in western Wisconsin known for its agricultural surroundings and close-knit community.
  • D. Lindina, Wisconsin
    Lindina, Wisconsin is a small rural community located in Juneau County in the central part of the state.
  • E. La Farge, Wisconsin
    La Farge, Wisconsin is a small village in Vernon County known for its scenic setting in the Driftless Area and as the headquarters of the organic food company Organic Valley.
  • 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: Arpin, Wisconsin
Triple: [Wood County, Wisconsin, hasTown, Arpin, Wisconsin]
Generated description
Arpin, Wisconsin is a small rural village located in central Wisconsin within Wood County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arpin, Wisconsin
Target entity description: Arpin, Wisconsin is a small rural village located in central Wisconsin within Wood County.
  • A. Argonne, Wisconsin
    Argonne, Wisconsin is a small unincorporated community and town located in Forest County in northern Wisconsin, known for its rural setting and proximity to Northwoods forests and outdoor recreation.
  • B. Sturtevant, Wisconsin
    Sturtevant, Wisconsin is a small village in Racine County known for its industrial base, residential communities, and regional rail connectivity between Milwaukee and Chicago.
  • C. Fairchild, Wisconsin
    Fairchild, Wisconsin is a small rural village in western Wisconsin known for its agricultural surroundings and close-knit community.
  • D. Lindina, Wisconsin
    Lindina, Wisconsin is a small rural community located in Juneau County in the central part of the state.
  • E. La Farge, Wisconsin
    La Farge, Wisconsin is a small village in Vernon County known for its scenic setting in the Driftless Area and as the headquarters of the organic food company Organic Valley.
  • 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_69e11e3e0c7c8190b30d278845e2497e completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f12ae49ec881908fa42446b19e3f2d completed April 28, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0aae612f0c8190b10584b8d2e70d06 completed May 18, 2026, 6:14 a.m.
NEDg Description generation batch_6a0aaf98f8548190b046af768e1d2beb completed May 18, 2026, 6:20 a.m.
NED2 Entity disambiguation (via description) batch_6a0aaff022608190be73f127ee44d7d9 completed May 18, 2026, 6:21 a.m.
Created at: April 16, 2026, 8:35 p.m.