Triple

T4743580
Position Surface form Disambiguated ID Type / Status
Subject Arkadelphia, Arkansas E105304 entity
Predicate isRegionalHubFor P9422 FINISHED
Object 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.
E469922 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: southwest Arkansas | Statement: [Arkadelphia, Arkansas, isRegionalHubFor, southwest Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: southwest Arkansas
Context triple: [Arkadelphia, Arkansas, isRegionalHubFor, southwest 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. 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.
  • D. Northwestern Arkansas
    Northwestern Arkansas is a rapidly growing region of Arkansas known for its strong economy, major corporate headquarters like Walmart, and its role as a commercial and cultural hub of the Ozarks.
  • 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: southwest Arkansas
Triple: [Arkadelphia, Arkansas, isRegionalHubFor, southwest Arkansas]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: southwest Arkansas
Target entity description: 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.
  • 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. 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.
  • D. Northwestern Arkansas
    Northwestern Arkansas is a rapidly growing region of Arkansas known for its strong economy, major corporate headquarters like Walmart, and its role as a commercial and cultural hub of the Ozarks.
  • 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_69bd43ef87a48190a5bc3600711aa032 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd64a85e9c81908e9c7bbbb998953e completed March 20, 2026, 3:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69be43af63c48190a8d2751de4e9eee7 completed March 21, 2026, 7:07 a.m.
NEDg Description generation batch_69be44210b8081908d2de14acf013c54 completed March 21, 2026, 7:09 a.m.
NED2 Entity disambiguation (via description) batch_69be45477cbc8190bbfea83dfc64637f completed March 21, 2026, 7:14 a.m.
Created at: March 20, 2026, 1:19 p.m.