Triple

T5140095
Position Surface form Disambiguated ID Type / Status
Subject Iron Range region of Minnesota E115923 entity
Predicate hasCity P316 FINISHED
Object Babbitt, Minnesota
Babbitt, Minnesota is a small mining town in northeastern Minnesota’s Iron Range region, historically tied to taconite iron ore production.
E497883 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: Babbitt, Minnesota | Statement: [Iron Range region of Minnesota, hasCity, Babbitt, Minnesota]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Babbitt, Minnesota
Context triple: [Iron Range region of Minnesota, hasCity, Babbitt, Minnesota]
  • A. Baudette, Minnesota
    Baudette, Minnesota is a small northern town in the United States known as a gateway to outdoor recreation and fishing on Lake of the Woods along the Canadian border.
  • B. Peterson, Minnesota
    Peterson, Minnesota is a small rural city in southeastern Minnesota known for its location along the Root River and access to the Root River State Trail.
  • C. Chisholm, Minnesota
    Chisholm, Minnesota is a small city on the Mesabi Iron Range known for its mining history and the Minnesota Discovery Center.
  • D. Steen, Minnesota
    Steen, Minnesota is a small rural city located in the southwestern part of the state near the Iowa and South Dakota borders.
  • E. Fountain, Minnesota
    Fountain, Minnesota is a small city in southeastern Minnesota known as the "Sinkhole Capital of the United States" due to its karst topography and numerous sinkholes.
  • 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: Babbitt, Minnesota
Triple: [Iron Range region of Minnesota, hasCity, Babbitt, Minnesota]
Generated description
Babbitt, Minnesota is a small mining town in northeastern Minnesota’s Iron Range region, historically tied to taconite iron ore production.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Babbitt, Minnesota
Target entity description: Babbitt, Minnesota is a small mining town in northeastern Minnesota’s Iron Range region, historically tied to taconite iron ore production.
  • A. Baudette, Minnesota
    Baudette, Minnesota is a small northern town in the United States known as a gateway to outdoor recreation and fishing on Lake of the Woods along the Canadian border.
  • B. Peterson, Minnesota
    Peterson, Minnesota is a small rural city in southeastern Minnesota known for its location along the Root River and access to the Root River State Trail.
  • C. Chisholm, Minnesota
    Chisholm, Minnesota is a small city on the Mesabi Iron Range known for its mining history and the Minnesota Discovery Center.
  • D. Steen, Minnesota
    Steen, Minnesota is a small rural city located in the southwestern part of the state near the Iowa and South Dakota borders.
  • E. Fountain, Minnesota
    Fountain, Minnesota is a small city in southeastern Minnesota known as the "Sinkhole Capital of the United States" due to its karst topography and numerous sinkholes.
  • 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_69bd44459a988190a772a5c2ec6a1965 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd787ce7fc8190844b6078755cddad completed March 20, 2026, 4:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69becfe2a59881908c790e26a2365353 completed March 21, 2026, 5:05 p.m.
NEDg Description generation batch_69bed07c9cd081908f8246e24b2f6458 completed March 21, 2026, 5:08 p.m.
NED2 Entity disambiguation (via description) batch_69bed1013fe88190b76855a042226359 completed March 21, 2026, 5:10 p.m.
Created at: March 20, 2026, 1:43 p.m.