Triple

T7475117
Position Surface form Disambiguated ID Type / Status
Subject Wells Township, Marquette County, Michigan E176610 entity
Predicate hasName P744 FINISHED
Object Wells Township
Wells Township is a civil township located in Marquette County in Michigan’s Upper Peninsula, known for its rural character and natural surroundings.
 E667724 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: Wells Township | Statement: [Wells Township, Marquette County, Michigan, hasName, Wells Township]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wells Township
Context triple: [Wells Township, Marquette County, Michigan, hasName, Wells Township]
  • A. Winfield Township
    Winfield Township is a local governmental subdivision, likely in the United States, responsible for providing municipal services and administration to residents within its township boundaries.
  • B. Wheatland Township
    Wheatland Township is a local civil township that serves as the community and administrative area encompassing the Wheatland Township Library.
  • C. Wilkins Township
    Wilkins Township is a suburban municipality in Allegheny County, Pennsylvania, located just east of Pittsburgh.
  • D. Hilliard Township
    Hilliard Township is a small rural municipality located within Ontario’s Timiskaming District in Canada.
  • E. Warren Township
    Warren Township is a rural civil township located within Poweshiek County in the U.S. state of Iowa.
  • 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: Wells Township
Triple: [Wells Township, Marquette County, Michigan, hasName, Wells Township]
Generated description
Wells Township is a civil township located in Marquette County in Michigan’s Upper Peninsula, known for its rural character and natural surroundings.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wells Township
Target entity description: Wells Township is a civil township located in Marquette County in Michigan’s Upper Peninsula, known for its rural character and natural surroundings.
  • A. Winfield Township
    Winfield Township is a local governmental subdivision, likely in the United States, responsible for providing municipal services and administration to residents within its township boundaries.
  • B. Wheatland Township
    Wheatland Township is a local civil township that serves as the community and administrative area encompassing the Wheatland Township Library.
  • C. Wilkins Township
    Wilkins Township is a suburban municipality in Allegheny County, Pennsylvania, located just east of Pittsburgh.
  • D. Hilliard Township
    Hilliard Township is a small rural municipality located within Ontario’s Timiskaming District in Canada.
  • E. Warren Township
    Warren Township is a rural civil township located within Poweshiek County in the U.S. state of Iowa.
  • 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_69c69f236ce08190a04d7679f03b29b2 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f41951348190a740b3957a73f825 completed March 27, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c83c655fcc8190a23d8dd69a70431c completed March 28, 2026, 8:39 p.m.
NEDg Description generation batch_69c83d047acc8190bd635a6705e1d2ee completed March 28, 2026, 8:41 p.m.
NED2 Entity disambiguation (via description) batch_69c83d8065f88190ae9340b70388fbe2 completed March 28, 2026, 8:43 p.m.
Created at: March 27, 2026, 3:41 p.m.