Triple

T21076255
Position Surface form Disambiguated ID Type / Status
Subject Town of Drummond, Wisconsin E519240 entity
Predicate hasSettlement P1068 FINISHED
Object unincorporated community of Drummond, Wisconsin
The unincorporated community of Drummond, Wisconsin is a small rural settlement in Bayfield County that serves as a local residential and service hub within the surrounding town and forested lake country.
E519240 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: unincorporated community of Drummond, Wisconsin | Statement: [Town of Drummond, Wisconsin, hasSettlement, unincorporated community of Drummond, Wisconsin]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: unincorporated community of Drummond, Wisconsin
Context triple: [Town of Drummond, Wisconsin, hasSettlement, unincorporated community of Drummond, Wisconsin]
  • A. Town of Drummond, Wisconsin
    The Town of Drummond is a small rural community in northern Wisconsin known for its forests, lakes, and outdoor recreation opportunities.
  • B. Drammen, Wisconsin
    Drammen, Wisconsin is a small rural town located in Eau Claire County in the western part of the state.
  • C. Village of Pembine, Wisconsin
    The Village of Pembine, Wisconsin is a small rural community in northeastern Wisconsin known for its forested landscape, outdoor recreation opportunities, and proximity to waterfalls and the Menominee River.
  • D. Town of Union, Wisconsin
    The Town of Union is a small rural municipality in southern Wisconsin known for its agricultural landscape and proximity to the city of Janesville.
  • E. Middle Village, Wisconsin
    Middle Village, Wisconsin is a small community located within the Menominee Indian Reservation in northeastern Wisconsin.
  • 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: unincorporated community of Drummond, Wisconsin
Triple: [Town of Drummond, Wisconsin, hasSettlement, unincorporated community of Drummond, Wisconsin]
Generated description
The unincorporated community of Drummond, Wisconsin is a small rural settlement in Bayfield County that serves as a local residential and service hub within the surrounding town and forested lake country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: unincorporated community of Drummond, Wisconsin
Target entity description: The unincorporated community of Drummond, Wisconsin is a small rural settlement in Bayfield County that serves as a local residential and service hub within the surrounding town and forested lake country.
  • A. Town of Drummond, Wisconsin chosen
    The Town of Drummond is a small rural community in northern Wisconsin known for its forests, lakes, and outdoor recreation opportunities.
  • B. Drammen, Wisconsin
    Drammen, Wisconsin is a small rural town located in Eau Claire County in the western part of the state.
  • C. Village of Pembine, Wisconsin
    The Village of Pembine, Wisconsin is a small rural community in northeastern Wisconsin known for its forested landscape, outdoor recreation opportunities, and proximity to waterfalls and the Menominee River.
  • D. Town of Union, Wisconsin
    The Town of Union is a small rural municipality in southern Wisconsin known for its agricultural landscape and proximity to the city of Janesville.
  • E. Middle Village, Wisconsin
    Middle Village, Wisconsin is a small community located within the Menominee Indian Reservation in northeastern Wisconsin.
  • 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_69e0b506e59c8190849b71ed07929215 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e702d690dc8190839968b562e6b8bb completed April 21, 2026, 4:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09507a4a048190beda6f1af1b5eb67 completed May 17, 2026, 5:22 a.m.
NEDg Description generation batch_6a0951a8c31c8190b77554fa0c8a0d80 completed May 17, 2026, 5:27 a.m.
NED2 Entity disambiguation (via description) batch_6a09526fc3c4819098fcdfa105b840bd completed May 17, 2026, 5:30 a.m.
Created at: April 16, 2026, 2:48 p.m.