Triple

T15668357
Position Surface form Disambiguated ID Type / Status
Subject Eastern Arkansas E377242 entity
Predicate includesCounty P5971 FINISHED
Object Desha County, Arkansas
Desha County, Arkansas is a rural county in the Mississippi Delta region known for its agricultural economy and location along the Mississippi River in southeastern Arkansas.
E1242897 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: Desha County, Arkansas | Statement: [Eastern Arkansas, includesCounty, Desha County, Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Desha County, Arkansas
Context triple: [Eastern Arkansas, includesCounty, Desha County, Arkansas]
  • A. Newton County, Arkansas
    Newton County, Arkansas is a rural, mountainous county in northern Arkansas known for its scenic Ozark National Forest landscapes and outdoor recreation opportunities.
  • B. Pulaski County, Arkansas
    Pulaski County, Arkansas is a central Arkansas county that includes the state capital, Little Rock, and serves as a major political, economic, and population hub of the state.
  • C. Van Buren County, Arkansas
    Van Buren County, Arkansas is a rural county in north-central Arkansas known for its Ozark Mountain scenery, outdoor recreation, and small-town communities.
  • D. Cleburne County, Arkansas
    Cleburne County, Arkansas is a rural county in north-central Arkansas named in honor of Confederate General Patrick Cleburne.
  • E. 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.
  • 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: Desha County, Arkansas
Triple: [Eastern Arkansas, includesCounty, Desha County, Arkansas]
Generated description
Desha County, Arkansas is a rural county in the Mississippi Delta region known for its agricultural economy and location along the Mississippi River in southeastern Arkansas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Desha County, Arkansas
Target entity description: Desha County, Arkansas is a rural county in the Mississippi Delta region known for its agricultural economy and location along the Mississippi River in southeastern Arkansas.
  • A. Newton County, Arkansas
    Newton County, Arkansas is a rural, mountainous county in northern Arkansas known for its scenic Ozark National Forest landscapes and outdoor recreation opportunities.
  • B. Pulaski County, Arkansas
    Pulaski County, Arkansas is a central Arkansas county that includes the state capital, Little Rock, and serves as a major political, economic, and population hub of the state.
  • C. Van Buren County, Arkansas
    Van Buren County, Arkansas is a rural county in north-central Arkansas known for its Ozark Mountain scenery, outdoor recreation, and small-town communities.
  • D. Cleburne County, Arkansas
    Cleburne County, Arkansas is a rural county in north-central Arkansas named in honor of Confederate General Patrick Cleburne.
  • E. 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.
  • 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_69d85cd2e28481909d4e975bee20872f completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04f1151548190a14607e762686cb1 completed April 16, 2026, 2:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a00d445c4848190b5c97bb27be6c749 completed May 10, 2026, 6:53 p.m.
NEDg Description generation batch_6a00d4e10e848190aaa2a83012cb58ba completed May 10, 2026, 6:56 p.m.
NED2 Entity disambiguation (via description) batch_6a00d5adee908190a13bfc765e7c8f06 completed May 10, 2026, 6:59 p.m.
Created at: April 10, 2026, 4:16 a.m.