Triple

T15720851
Position Surface form Disambiguated ID Type / Status
Subject Saline County, Arkansas E381087 entity
Predicate hasUnincorporatedCommunity P6345 FINISHED
Object Salem, Saline County, Arkansas
Salem is an unincorporated community located in Saline County, Arkansas, within the central part of the state.
E1173105 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: Salem, Saline County, Arkansas | Statement: [Saline County, Arkansas, hasUnincorporatedCommunity, Salem, Saline County, Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Salem, Saline County, Arkansas
Context triple: [Saline County, Arkansas, hasUnincorporatedCommunity, Salem, Saline County, Arkansas]
  • A. Saline County, Arkansas
    Saline County, Arkansas is a central Arkansas county in the Little Rock metropolitan area, known for its suburban communities, growing population, and mix of residential, commercial, and rural landscapes.
  • B. Siloam Springs, Arkansas
    Siloam Springs, Arkansas is a small city in northwestern Arkansas known for its historic downtown, natural springs, and proximity to the Oklahoma border.
  • C. 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.
  • D. Yell County, Arkansas
    Yell County, Arkansas is a largely rural county in west-central Arkansas known for its agricultural landscape, small towns, and location along the Arkansas River.
  • E. Sweet Home, Arkansas
    Sweet Home is a small census-designated community located in Pulaski County, Arkansas, near the state capital 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: Salem, Saline County, Arkansas
Triple: [Saline County, Arkansas, hasUnincorporatedCommunity, Salem, Saline County, Arkansas]
Generated description
Salem is an unincorporated community located in Saline County, Arkansas, within the central part of the state.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Salem, Saline County, Arkansas
Target entity description: Salem is an unincorporated community located in Saline County, Arkansas, within the central part of the state.
  • A. Saline County, Arkansas
    Saline County, Arkansas is a central Arkansas county in the Little Rock metropolitan area, known for its suburban communities, growing population, and mix of residential, commercial, and rural landscapes.
  • B. Siloam Springs, Arkansas
    Siloam Springs, Arkansas is a small city in northwestern Arkansas known for its historic downtown, natural springs, and proximity to the Oklahoma border.
  • C. 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.
  • D. Yell County, Arkansas
    Yell County, Arkansas is a largely rural county in west-central Arkansas known for its agricultural landscape, small towns, and location along the Arkansas River.
  • E. Sweet Home, Arkansas
    Sweet Home is a small census-designated community located in Pulaski County, Arkansas, near the state capital 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_69ff75852cf88190be054160d5cbc675 completed May 9, 2026, 5:57 p.m.
NEDg Description generation batch_69ff783a84308190baffa6bbdfa56093 completed May 9, 2026, 6:08 p.m.
NED2 Entity disambiguation (via description) batch_69ff78f94c048190adbe51f2cf76a2e6 completed May 9, 2026, 6:12 p.m.
Created at: April 10, 2026, 4:45 a.m.