Triple

T2094657
Position Surface form Disambiguated ID Type / Status
Subject Texoma region E32751 entity
Predicate hasMicropolitanArea P35912 FINISHED
Object Durant micropolitan area
The Durant micropolitan area is a small urban region in southern Oklahoma centered on the city of Durant, serving as a local hub for commerce, education, and services within the broader Texoma area.
E234834 NE FINISHED

How this triple was built (5 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: Durant micropolitan area | Statement: [Texoma region, hasMicropolitanArea, Durant micropolitan area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Durant micropolitan area
Context triple: [Texoma region, hasMicropolitanArea, Durant micropolitan area]
  • A. Cresco micropolitan area
    The Cresco micropolitan area is a small U.S. Census-defined region centered on the city of Cresco in northeastern Iowa, serving as a local hub for surrounding rural communities including Howard County.
  • B. El Dorado micropolitan area
    The El Dorado micropolitan area is a small urban region in southern Arkansas centered on the city of El Dorado, serving as a local hub for industry and services within the broader Ark-La-Tex region.
  • C. Hannibal Micropolitan Area
    The Hannibal Micropolitan Area is a small urban region in northeastern Missouri centered around the city of Hannibal, known as the boyhood home of author Mark Twain.
  • D. Sterling Micropolitan Statistical Area
    The Sterling Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Sterling, Illinois, that encompasses surrounding communities for demographic and economic analysis.
  • E. Sherman–Denison metropolitan area
    The Sherman–Denison metropolitan area is a small urban region in northern Texas centered on the twin cities of Sherman and Denison near the Oklahoma border.
  • 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: Durant micropolitan area
Triple: [Texoma region, hasMicropolitanArea, Durant micropolitan area]
Generated description
The Durant micropolitan area is a small urban region in southern Oklahoma centered on the city of Durant, serving as a local hub for commerce, education, and services within the broader Texoma area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Durant micropolitan area
Target entity description: The Durant micropolitan area is a small urban region in southern Oklahoma centered on the city of Durant, serving as a local hub for commerce, education, and services within the broader Texoma area.
  • A. Cresco micropolitan area
    The Cresco micropolitan area is a small U.S. Census-defined region centered on the city of Cresco in northeastern Iowa, serving as a local hub for surrounding rural communities including Howard County.
  • B. El Dorado micropolitan area
    The El Dorado micropolitan area is a small urban region in southern Arkansas centered on the city of El Dorado, serving as a local hub for industry and services within the broader Ark-La-Tex region.
  • C. Hannibal Micropolitan Area
    The Hannibal Micropolitan Area is a small urban region in northeastern Missouri centered around the city of Hannibal, known as the boyhood home of author Mark Twain.
  • D. Sterling Micropolitan Statistical Area
    The Sterling Micropolitan Statistical Area is a U.S. Census Bureau-defined region centered on Sterling, Illinois, that encompasses surrounding communities for demographic and economic analysis.
  • E. Sherman–Denison metropolitan area
    The Sherman–Denison metropolitan area is a small urban region in northern Texas centered on the twin cities of Sherman and Denison near the Oklahoma border.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasMicropolitanArea
Context triple: [Texoma region, hasMicropolitanArea, Durant micropolitan area]
  • A. hasMetropolitanAreaName
    Indicates that an entity is associated with a metropolitan area identified by a specific name.
  • B. hasMetropolitanCounty
    Indicates that an entity is associated with, located within, or administered by a specific metropolitan county.
  • C. metropolitanStatisticalArea
    Indicates that one place is part of, or classified within, a specific metropolitan statistical area as defined for demographic or economic analysis.
  • D. representsMetropolitanArea
    Indicates that one entity serves as or corresponds to the metropolitan area associated with another entity.
  • E. locatedNearMetropolitanArea
    Indicates that one entity is situated in close geographic proximity to a metropolitan (urban) area.
  • F. None of above. chosen

Provenance (7 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_69a885eba0708190999696a45cbec816 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69abba99ddc48190bb2097b56efb7aca completed March 7, 2026, 5:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae305cb77c819085c4f3eb2223f749 completed March 9, 2026, 2:28 a.m.
NEDg Description generation batch_69ae30f6b7c4819080cb7cb7adc1f6d3 completed March 9, 2026, 2:31 a.m.
NED2 Entity disambiguation (via description) batch_69ae31871d408190a4ae64372660fa79 completed March 9, 2026, 2:33 a.m.
PD Predicate disambiguation batch_69abb7b6274081909df36cd7a7c6a675 completed March 7, 2026, 5:29 a.m.
PDg Predicate description generation batch_69abba2e65b48190bb19cfc4b0f8c462 completed March 7, 2026, 5:39 a.m.
Created at: March 4, 2026, 7:43 p.m.