Triple

T23219490
Position Surface form Disambiguated ID Type / Status
Subject Newton County, Arkansas E580846 entity
Predicate contains P35 FINISHED
Object Western Grove, Arkansas
Western Grove, Arkansas is a small town in the Ozark Mountains region of northern Arkansas known for its rural character and proximity to outdoor recreation areas.
 E1572181 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: Western Grove, Arkansas | Statement: [Newton County, Arkansas, contains, Western Grove, Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Western Grove, Arkansas
Context triple: [Newton County, Arkansas, contains, Western Grove, Arkansas]
  • A. Twin Groves, Arkansas
    Twin Groves, Arkansas is a small incorporated town located in Faulkner County in the central part of the state.
  • B. Griffithville, Arkansas
    Griffithville, Arkansas is a small rural town located in White County in the central part of the state.
  • C. Gilmore, Arkansas
    Gilmore, Arkansas is a small rural city located in northeastern Arkansas within the Memphis metropolitan area.
  • D. Gentry, Arkansas
    Gentry, Arkansas is a small city in northwestern Arkansas known for its rural character and proximity to the larger communities of Benton County.
  • E. Gurdon, Arkansas
    Gurdon, Arkansas is a small city in southern Arkansas known historically for its timber industry and the local legend of the mysterious Gurdon Light.
  • 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: Western Grove, Arkansas
Triple: [Newton County, Arkansas, contains, Western Grove, Arkansas]
Generated description
Western Grove, Arkansas is a small town in the Ozark Mountains region of northern Arkansas known for its rural character and proximity to outdoor recreation areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Western Grove, Arkansas
Target entity description: Western Grove, Arkansas is a small town in the Ozark Mountains region of northern Arkansas known for its rural character and proximity to outdoor recreation areas.
  • A. Twin Groves, Arkansas
    Twin Groves, Arkansas is a small incorporated town located in Faulkner County in the central part of the state.
  • B. Griffithville, Arkansas
    Griffithville, Arkansas is a small rural town located in White County in the central part of the state.
  • C. Gilmore, Arkansas
    Gilmore, Arkansas is a small rural city located in northeastern Arkansas within the Memphis metropolitan area.
  • D. Gentry, Arkansas
    Gentry, Arkansas is a small city in northwestern Arkansas known for its rural character and proximity to the larger communities of Benton County.
  • E. Gurdon, Arkansas
    Gurdon, Arkansas is a small city in southern Arkansas known historically for its timber industry and the local legend of the mysterious Gurdon Light.
  • 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_69e2460389408190be74f41d217799a9 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f191675de48190858907872a065c56 completed April 29, 2026, 5:04 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c30cc9c0481909302d64fa58d426e completed May 19, 2026, 9:43 a.m.
NEDg Description generation batch_6a0c325a76e8819094592ccff955a9e9 completed May 19, 2026, 9:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c32c9d7cc8190b3d3a173d231e430 completed May 19, 2026, 9:52 a.m.
Created at: April 17, 2026, 4:08 p.m.