Triple

T15486205
Position Surface form Disambiguated ID Type / Status
Subject Battle of Bentonville E377054 entity
Predicate location P40 FINISHED
Object Bentonville, North Carolina
Bentonville, North Carolina is a rural community best known as the site of the Civil War’s Battle of Bentonville, one of the last major engagements between Union and Confederate forces.
E1159226 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: Bentonville, North Carolina | Statement: [Battle of Bentonville, location, Bentonville, North Carolina]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bentonville, North Carolina
Context triple: [Battle of Bentonville, location, Bentonville, North Carolina]
  • A. Bentonville, Arkansas
    Bentonville, Arkansas is a rapidly growing city in the Ozarks best known as the headquarters of Walmart and a regional hub for business, culture, and outdoor recreation.
  • B. Springdale, South Carolina
    Springdale, South Carolina is a small suburban town in the Columbia metropolitan area, located in central South Carolina.
  • C. Hickory, North Carolina
    Hickory, North Carolina is a mid-sized city in the western Piedmont region known historically for its furniture manufacturing and diversified manufacturing economy.
  • D. South Mills, North Carolina
    South Mills, North Carolina is a small unincorporated community in Camden County known as a historic gateway to the Great Dismal Swamp via the Dismal Swamp Canal.
  • E. Fayetteville, North Carolina
    Fayetteville, North Carolina is a city in the Sandhills region of the state known for its strong military presence, diverse community, and role as a major support hub for nearby Fort Liberty.
  • 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: Bentonville, North Carolina
Triple: [Battle of Bentonville, location, Bentonville, North Carolina]
Generated description
Bentonville, North Carolina is a rural community best known as the site of the Civil War’s Battle of Bentonville, one of the last major engagements between Union and Confederate forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bentonville, North Carolina
Target entity description: Bentonville, North Carolina is a rural community best known as the site of the Civil War’s Battle of Bentonville, one of the last major engagements between Union and Confederate forces.
  • A. Bentonville, Arkansas
    Bentonville, Arkansas is a rapidly growing city in the Ozarks best known as the headquarters of Walmart and a regional hub for business, culture, and outdoor recreation.
  • B. Springdale, South Carolina
    Springdale, South Carolina is a small suburban town in the Columbia metropolitan area, located in central South Carolina.
  • C. Hickory, North Carolina
    Hickory, North Carolina is a mid-sized city in the western Piedmont region known historically for its furniture manufacturing and diversified manufacturing economy.
  • D. South Mills, North Carolina
    South Mills, North Carolina is a small unincorporated community in Camden County known as a historic gateway to the Great Dismal Swamp via the Dismal Swamp Canal.
  • E. Fayetteville, North Carolina
    Fayetteville, North Carolina is a city in the Sandhills region of the state known for its strong military presence, diverse community, and role as a major support hub for nearby Fort Liberty.
  • 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_69d85cd21dcc81908646251b1c26ea00 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e03f8f71a08190a440ff19dcc65312 completed April 16, 2026, 1:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff2d1170088190a911f8ea8d2a2066 completed May 9, 2026, 12:48 p.m.
NEDg Description generation batch_69ff2e1fb27c81908de0d755bf30c833 completed May 9, 2026, 12:52 p.m.
NED2 Entity disambiguation (via description) batch_69ff2f3ab6988190b4cefe2f55c4101c completed May 9, 2026, 12:57 p.m.
Created at: April 10, 2026, 3:47 a.m.