Triple

T19088772
Position Surface form Disambiguated ID Type / Status
Subject Clark County, Arkansas E467225 entity
Predicate locatedInRegion P40 FINISHED
Object south-central Arkansas
South-central Arkansas is a geographic region of the U.S. state of Arkansas characterized by its mix of forests, rolling hills, and small towns, including communities such as those in Clark County.
E1357811 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: south-central Arkansas | Statement: [Clark County, Arkansas, locatedInRegion, south-central Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: south-central Arkansas
Context triple: [Clark County, Arkansas, locatedInRegion, south-central Arkansas]
  • A. 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.
  • 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. Central Arkansas
    Central Arkansas is a region in the middle of the state that includes the Little Rock metropolitan area and serves as a major population, economic, and cultural center.
  • D. 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.
  • E. 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.
  • 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: south-central Arkansas
Triple: [Clark County, Arkansas, locatedInRegion, south-central Arkansas]
Generated description
South-central Arkansas is a geographic region of the U.S. state of Arkansas characterized by its mix of forests, rolling hills, and small towns, including communities such as those in Clark County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: south-central Arkansas
Target entity description: South-central Arkansas is a geographic region of the U.S. state of Arkansas characterized by its mix of forests, rolling hills, and small towns, including communities such as those in Clark County.
  • A. 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.
  • 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. Central Arkansas
    Central Arkansas is a region in the middle of the state that includes the Little Rock metropolitan area and serves as a major population, economic, and cultural center.
  • D. 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.
  • E. 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.
  • 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_69d8dd05ac4c8190b1967d8f97f3fb2f completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e34981648190a89b006831846940 completed April 20, 2026, 8:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05dd90862881908e7cf95935847f8d completed May 14, 2026, 2:34 p.m.
NEDg Description generation batch_6a05dfcd85b08190b0ec431590396dbb completed May 14, 2026, 2:44 p.m.
NED2 Entity disambiguation (via description) batch_6a05e09c58308190975c69c86482292a completed May 14, 2026, 2:47 p.m.
Created at: April 10, 2026, 12:04 p.m.