Triple

T9185067
Position Surface form Disambiguated ID Type / Status
Subject Jonesboro, Arkansas E220435 entity
Predicate healthcareCenterFor P10262 FINISHED
Object northeast Arkansas
Northeast Arkansas is a region of the U.S. state of Arkansas centered around cities like Jonesboro, known for its mix of agricultural communities, growing urban centers, and regional economic and cultural influence.
E783817 NE FINISHED

How this triple was built (5 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: northeast Arkansas | Statement: [Jonesboro, Arkansas, healthcareCenterFor, northeast Arkansas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: northeast Arkansas
Context triple: [Jonesboro, Arkansas, healthcareCenterFor, northeast Arkansas]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: northeast Arkansas
Triple: [Jonesboro, Arkansas, healthcareCenterFor, northeast Arkansas]
Generated description
Northeast Arkansas is a region of the U.S. state of Arkansas centered around cities like Jonesboro, known for its mix of agricultural communities, growing urban centers, and regional economic and cultural influence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: northeast Arkansas
Target entity description: Northeast Arkansas is a region of the U.S. state of Arkansas centered around cities like Jonesboro, known for its mix of agricultural communities, growing urban centers, and regional economic and cultural influence.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: healthcareCenterFor
Context triple: [Jonesboro, Arkansas, healthcareCenterFor, northeast Arkansas]
  • A. hasMedicalCenter chosen
    Indicates that an entity possesses, hosts, or is associated with a medical center facility.
  • B. healthcareType
    Indicates the category or kind of healthcare service, system, or coverage associated with an entity.
  • C. designatedAsFlagshipHospitalFor
    Indicates that one hospital has been officially selected or recognized as the primary or leading flagship institution for another entity (such as a health system, region, or organization).
  • D. healthSystem
    Indicates a relationship where an entity functions as, belongs to, or is managed within a particular health care system or network.
  • E. healthcareAccess
    Indicates the degree to which individuals can obtain and use needed health care services.
  • F. None of above.

Provenance (6 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_69ca83e6d77c81909862b7afef56b1bf completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccc318d5c081908c50b56e5783ea38 completed April 1, 2026, 7:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69d05c19635c81908ad2cf07f5ad813c completed April 4, 2026, 12:32 a.m.
NEDg Description generation batch_69d05cda59f88190bcde5a91aec2f9dd completed April 4, 2026, 12:35 a.m.
NED2 Entity disambiguation (via description) batch_69d05ddd28008190b82c42220871e73f completed April 4, 2026, 12:39 a.m.
PD Predicate disambiguation batch_69cc66090e5881908889dc1213815626 completed April 1, 2026, 12:25 a.m.
Created at: March 30, 2026, 7:24 p.m.