Triple

T15123251
Position Surface form Disambiguated ID Type / Status
Subject Carlton County, Minnesota E361219 entity
Predicate hasTownship P22464 FINISHED
Object Carlton Township, Minnesota
Carlton Township, Minnesota is a rural civil township located within Carlton County in the state of Minnesota, United States.
E1141969 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: Carlton Township, Minnesota | Statement: [Carlton County, Minnesota, hasTownship, Carlton Township, Minnesota]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Carlton Township, Minnesota
Context triple: [Carlton County, Minnesota, hasTownship, Carlton Township, Minnesota]
  • A. Carlton, Minnesota
    Carlton, Minnesota is a small city in northeastern Minnesota that serves as the county seat of Carlton County and a gateway to nearby outdoor recreation areas.
  • B. Martin Township, Minnesota
    Martin Township, Minnesota is a rural civil township located in Rock County in the southwestern part of the state.
  • C. Forest Township, Minnesota
    Forest Township, Minnesota is a rural civil township located in Rice County in the southern part of the U.S. state of Minnesota.
  • D. Grant Township, Minnesota
    Grant Township, Minnesota is a rural community in Washington County known for its mix of farmland, open space, and low-density residential development within the Twin Cities metropolitan area.
  • E. Cascade Township, Minnesota
    Cascade Township, Minnesota is a rural civil township located in Olmsted County in the southeastern part of the state.
  • 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: Carlton Township, Minnesota
Triple: [Carlton County, Minnesota, hasTownship, Carlton Township, Minnesota]
Generated description
Carlton Township, Minnesota is a rural civil township located within Carlton County in the state of Minnesota, United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Carlton Township, Minnesota
Target entity description: Carlton Township, Minnesota is a rural civil township located within Carlton County in the state of Minnesota, United States.
  • A. Carlton, Minnesota
    Carlton, Minnesota is a small city in northeastern Minnesota that serves as the county seat of Carlton County and a gateway to nearby outdoor recreation areas.
  • B. Martin Township, Minnesota
    Martin Township, Minnesota is a rural civil township located in Rock County in the southwestern part of the state.
  • C. Forest Township, Minnesota
    Forest Township, Minnesota is a rural civil township located in Rice County in the southern part of the U.S. state of Minnesota.
  • D. Grant Township, Minnesota
    Grant Township, Minnesota is a rural community in Washington County known for its mix of farmland, open space, and low-density residential development within the Twin Cities metropolitan area.
  • E. Cascade Township, Minnesota
    Cascade Township, Minnesota is a rural civil township located in Olmsted County in the southeastern part of the state.
  • 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_69d85a06450081909c5a14ea9851a15e completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e005a0c6888190840de4ead2306544 completed April 15, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fec87ed2cc8190b4cae72774e0df7f completed May 9, 2026, 5:39 a.m.
NEDg Description generation batch_69fecbcd8d1881909706e7350e63e6c1 completed May 9, 2026, 5:53 a.m.
NED2 Entity disambiguation (via description) batch_69fecbf6751081908a97485497047e6c completed May 9, 2026, 5:53 a.m.
Created at: April 10, 2026, 3:06 a.m.