Triple

T15123264
Position Surface form Disambiguated ID Type / Status
Subject Carlton County, Minnesota E361219 entity
Predicate hasTownship P22464 FINISHED
Object Twin Lakes Township, Minnesota
Twin Lakes Township, Minnesota is a small rural township located within Carlton County in the state of Minnesota.
 E1139611 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: Twin Lakes Township, Minnesota | Statement: [Carlton County, Minnesota, hasTownship, Twin Lakes Township, Minnesota]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Twin Lakes Township, Minnesota
Context triple: [Carlton County, Minnesota, hasTownship, Twin Lakes Township, Minnesota]
  • A. Twin Lakes, Minnesota
    Twin Lakes, Minnesota is a small rural city in southern Minnesota known for its close-knit community and surrounding agricultural landscape.
  • B. Big Lake Township, Minnesota
    Big Lake Township, Minnesota is a rural township in Sherburne County known for its proximity to Big Lake and its mix of residential areas, farmland, and natural landscapes.
  • C. Martin Township, Minnesota
    Martin Township, Minnesota is a rural civil township located in Rock County in the southwestern part of the state.
  • D. Moose Lake Township, Minnesota
    Moose Lake Township, Minnesota is a small rural township located in Carlton County in northeastern Minnesota, known for its forests, lakes, and outdoor recreation opportunities.
  • E. French Lake Township, Minnesota
    French Lake Township, Minnesota is a rural township located in Wright County known for its lakes, farmland, and small-community character in central Minnesota.
  • 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: Twin Lakes Township, Minnesota
Triple: [Carlton County, Minnesota, hasTownship, Twin Lakes Township, Minnesota]
Generated description
Twin Lakes Township, Minnesota is a small rural township located within Carlton County in the state of Minnesota.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Twin Lakes Township, Minnesota
Target entity description: Twin Lakes Township, Minnesota is a small rural township located within Carlton County in the state of Minnesota.
  • A. Twin Lakes, Minnesota
    Twin Lakes, Minnesota is a small rural city in southern Minnesota known for its close-knit community and surrounding agricultural landscape.
  • B. Big Lake Township, Minnesota
    Big Lake Township, Minnesota is a rural township in Sherburne County known for its proximity to Big Lake and its mix of residential areas, farmland, and natural landscapes.
  • C. Martin Township, Minnesota
    Martin Township, Minnesota is a rural civil township located in Rock County in the southwestern part of the state.
  • D. Moose Lake Township, Minnesota
    Moose Lake Township, Minnesota is a small rural township located in Carlton County in northeastern Minnesota, known for its forests, lakes, and outdoor recreation opportunities.
  • E. French Lake Township, Minnesota
    French Lake Township, Minnesota is a rural township located in Wright County known for its lakes, farmland, and small-community character in central Minnesota.
  • 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_69febfe6c9cc8190b15e81092faa8ccf completed May 9, 2026, 5:02 a.m.
NEDg Description generation batch_69fec11a80a48190809775d712eb6399 completed May 9, 2026, 5:07 a.m.
NED2 Entity disambiguation (via description) batch_69fec1822c28819082f473f573669099 completed May 9, 2026, 5:09 a.m.
Created at: April 10, 2026, 3:06 a.m.