Triple

T2727125
Position Surface form Disambiguated ID Type / Status
Subject Bladen County, North Carolina E60220 entity
Predicate borders P224 FINISHED
Object Columbus County, North Carolina
Columbus County, North Carolina is a largely rural county in the southeastern part of the state known for its agriculture, forests, and small towns such as its county seat, Whiteville.
E448238 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: Columbus County, North Carolina | Statement: [Bladen County, North Carolina, borders, Columbus County, North Carolina]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Columbus County, North Carolina
Context triple: [Bladen County, North Carolina, borders, Columbus County, North Carolina]
  • A. Cumberland County, North Carolina
    Cumberland County, North Carolina is a county in the southeastern part of the state that includes the city of Fayetteville and is home to the major U.S. Army installation Fort Liberty.
  • B. Randolph County, North Carolina
    Randolph County, North Carolina is a centrally located county in the state known for its mix of rural communities, manufacturing, and attractions such as the North Carolina Zoo near its county seat of Asheboro.
  • C. Johnston County, North Carolina
    Johnston County, North Carolina is a rapidly growing county in the eastern part of the Raleigh metropolitan area, known for its mix of rural communities, small towns like Smithfield and Clayton, and a strong agricultural and manufacturing base.
  • D. Franklin County, North Carolina
    Franklin County, North Carolina is a predominantly rural county in the north-central part of the state, known for its agricultural economy, small towns, and proximity to the Raleigh-Durham metropolitan area.
  • E. Bladen County, North Carolina
    Bladen County, North Carolina is a largely rural county in the southeastern part of the state, known for its extensive forests, agriculture, and historic role as one of North Carolina’s oldest counties.
  • 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: Columbus County, North Carolina
Triple: [Bladen County, North Carolina, borders, Columbus County, North Carolina]
Generated description
Columbus County, North Carolina is a largely rural county in the southeastern part of the state known for its agriculture, forests, and small towns such as its county seat, Whiteville.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Columbus County, North Carolina
Target entity description: Columbus County, North Carolina is a largely rural county in the southeastern part of the state known for its agriculture, forests, and small towns such as its county seat, Whiteville.
  • A. Cumberland County, North Carolina
    Cumberland County, North Carolina is a county in the southeastern part of the state that includes the city of Fayetteville and is home to the major U.S. Army installation Fort Liberty.
  • B. Randolph County, North Carolina
    Randolph County, North Carolina is a centrally located county in the state known for its mix of rural communities, manufacturing, and attractions such as the North Carolina Zoo near its county seat of Asheboro.
  • C. Johnston County, North Carolina
    Johnston County, North Carolina is a rapidly growing county in the eastern part of the Raleigh metropolitan area, known for its mix of rural communities, small towns like Smithfield and Clayton, and a strong agricultural and manufacturing base.
  • D. Franklin County, North Carolina
    Franklin County, North Carolina is a predominantly rural county in the north-central part of the state, known for its agricultural economy, small towns, and proximity to the Raleigh-Durham metropolitan area.
  • E. Bladen County, North Carolina
    Bladen County, North Carolina is a largely rural county in the southeastern part of the state, known for its extensive forests, agriculture, and historic role as one of North Carolina’s oldest counties.
  • 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_69ab4b75cd908190b691ef0d1801acda completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abdacffa6481909df37335e8fdd595 completed March 7, 2026, 7:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69bd7f501e588190b666141f7e5ed6ae completed March 20, 2026, 5:09 p.m.
NEDg Description generation batch_69bd84bae7148190ae201ea5257dd43e completed March 20, 2026, 5:32 p.m.
NED2 Entity disambiguation (via description) batch_69bd857181e4819086b7d0b493fbb9a3 completed March 20, 2026, 5:35 p.m.
Created at: March 6, 2026, 9:56 p.m.