Triple

T15720850
Position Surface form Disambiguated ID Type / Status
Subject Saline County, Arkansas E381087 entity
Predicate hasUnincorporatedCommunity P6345 FINISHED
Object Avilla, Arkansas
Avilla, Arkansas is a small unincorporated rural community located in Saline County in central Arkansas.
E1237474 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: Avilla, Arkansas | Statement: [Saline County, Arkansas, hasUnincorporatedCommunity, Avilla, Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Avilla, Arkansas
Context triple: [Saline County, Arkansas, hasUnincorporatedCommunity, Avilla, Arkansas]
  • A. Avoca, Arkansas
    Avoca, Arkansas is a small town in northwestern Arkansas that forms part of the rapidly growing Benton County region near the Ozark Mountains.
  • B. Piggott, Arkansas
    Piggott, Arkansas is a small town in northeastern Arkansas known for its connection to Ernest Hemingway through the residence of his second wife, Pauline Pfeiffer.
  • C. Anthonyville, Arkansas
    Anthonyville, Arkansas is a small incorporated town located in eastern Arkansas within the Memphis metropolitan area.
  • D. Barling, Arkansas
    Barling, Arkansas is a small city in western Arkansas that functions as a suburb of Fort Smith within the Fort Smith metropolitan area.
  • E. Carlisle, Arkansas
    Carlisle, Arkansas is a small city in central Arkansas known for its agricultural community and location along Interstate 40 east of Little Rock.
  • 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: Avilla, Arkansas
Triple: [Saline County, Arkansas, hasUnincorporatedCommunity, Avilla, Arkansas]
Generated description
Avilla, Arkansas is a small unincorporated rural community located in Saline County in central Arkansas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Avilla, Arkansas
Target entity description: Avilla, Arkansas is a small unincorporated rural community located in Saline County in central Arkansas.
  • A. Avoca, Arkansas
    Avoca, Arkansas is a small town in northwestern Arkansas that forms part of the rapidly growing Benton County region near the Ozark Mountains.
  • B. Piggott, Arkansas
    Piggott, Arkansas is a small town in northeastern Arkansas known for its connection to Ernest Hemingway through the residence of his second wife, Pauline Pfeiffer.
  • C. Anthonyville, Arkansas
    Anthonyville, Arkansas is a small incorporated town located in eastern Arkansas within the Memphis metropolitan area.
  • D. Barling, Arkansas
    Barling, Arkansas is a small city in western Arkansas that functions as a suburb of Fort Smith within the Fort Smith metropolitan area.
  • E. Carlisle, Arkansas
    Carlisle, Arkansas is a small city in central Arkansas known for its agricultural community and location along Interstate 40 east of Little Rock.
  • 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_69d86d9bf930819082b30cf6d169297c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04fb0b51081908e652ec4992296fa completed April 16, 2026, 2:55 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00c28f43988190aa06da8c356b9646 completed May 10, 2026, 5:38 p.m.
NEDg Description generation batch_6a00c31d79688190b09754074a0dbafb completed May 10, 2026, 5:40 p.m.
NED2 Entity disambiguation (via description) batch_6a00c38569d081909f20b7cb32ceb714 completed May 10, 2026, 5:42 p.m.
Created at: April 10, 2026, 4:45 a.m.