Triple

T4874136
Position Surface form Disambiguated ID Type / Status
Subject Benton, Arkansas E109159 entity
Predicate locatedIn P40 FINISHED
Object Central Arkansas
Central Arkansas is a region in the middle of the state that includes the Little Rock metropolitan area and serves as a major population, economic, and cultural center.
E476755 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: Central Arkansas | Statement: [Benton, Arkansas, locatedIn, Central Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Central Arkansas
Context triple: [Benton, Arkansas, locatedIn, Central Arkansas]
  • A. Northern Arkansas
    Northern Arkansas is a region of Arkansas characterized by its Ozark Mountains, rural landscapes, and cultural ties that overlap both Southern and Upper South traditions.
  • B. southern Arkansas
    Southern Arkansas is a region of the U.S. state of Arkansas known for its small cities, pine forests, and proximity to the Louisiana border.
  • C. southwest Arkansas
    Southwest Arkansas is a largely rural region of the state known for its forests, lakes, and small towns, with Arkadelphia serving as one of its primary service and economic centers.
  • D. eastern Arkansas
    Eastern Arkansas is the region of the U.S. state of Arkansas lying along and near the Mississippi River, characterized by its Delta farmland, small cities, and rural communities.
  • E. Western District of Arkansas
    The Western District of Arkansas is a federal judicial district in Arkansas that encompasses several counties in the western part of the state for purposes of United States district court proceedings.
  • 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: Central Arkansas
Triple: [Benton, Arkansas, locatedIn, Central Arkansas]
Generated description
Central Arkansas is a region in the middle of the state that includes the Little Rock metropolitan area and serves as a major population, economic, and cultural center.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Central Arkansas
Target entity description: Central Arkansas is a region in the middle of the state that includes the Little Rock metropolitan area and serves as a major population, economic, and cultural center.
  • A. Northern Arkansas
    Northern Arkansas is a region of Arkansas characterized by its Ozark Mountains, rural landscapes, and cultural ties that overlap both Southern and Upper South traditions.
  • B. southern Arkansas
    Southern Arkansas is a region of the U.S. state of Arkansas known for its small cities, pine forests, and proximity to the Louisiana border.
  • C. southwest Arkansas
    Southwest Arkansas is a largely rural region of the state known for its forests, lakes, and small towns, with Arkadelphia serving as one of its primary service and economic centers.
  • D. eastern Arkansas
    Eastern Arkansas is the region of the U.S. state of Arkansas lying along and near the Mississippi River, characterized by its Delta farmland, small cities, and rural communities.
  • E. Western District of Arkansas
    The Western District of Arkansas is a federal judicial district in Arkansas that encompasses several counties in the western part of the state for purposes of United States district court proceedings.
  • 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_69bd440d96a48190b0c87069adef2af1 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6da1b45881909d45cb1214f5bdde completed March 20, 2026, 3:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69be67f5b51c8190a8114450084d2b13 completed March 21, 2026, 9:42 a.m.
NEDg Description generation batch_69be69ed67f4819094656680ac3a174a completed March 21, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_69be6a368ca88190b57fdf7c8c9f4e60 completed March 21, 2026, 9:51 a.m.
Created at: March 20, 2026, 1:27 p.m.