Triple

T4639141
Position Surface form Disambiguated ID Type / Status
Subject Barnwell County, South Carolina E101608 entity
Predicate namedAfter P63 FINISHED
Object John Barnwell
John Barnwell was a prominent early South Carolina colonial leader and military figure whose legacy includes having Barnwell County named in his honor.
 E471336 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: John Barnwell | Statement: [Barnwell County, South Carolina, namedAfter, John Barnwell]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: John Barnwell
Context triple: [Barnwell County, South Carolina, namedAfter, John Barnwell]
  • A. Frank Barnwell
    Frank Barnwell was a British aeronautical engineer and aircraft designer best known for creating several important World War I and interwar aircraft for the Bristol Aeroplane Company.
  • B. Charles Faulkner
    Charles Faulkner was a 19th-century British designer and partner in the influential Arts and Crafts firm Morris, Marshall, Faulkner & Co.
  • C. Talbot Jennings
    Talbot Jennings was an American screenwriter known for his work on notable mid-20th-century films, including several acclaimed literary and historical adaptations.
  • D. Charles Moore
    Charles Moore was an influential American postmodern architect and educator known for his playful, human-centered public spaces and landmark designs such as the Piazza d'Italia and Sea Ranch.
  • E. Charles Moore
    Charles Moore was an American historian and civic planner known for his influential writings on urban planning and his role in promoting the City Beautiful movement.
  • 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: John Barnwell
Triple: [Barnwell County, South Carolina, namedAfter, John Barnwell]
Generated description
John Barnwell was a prominent early South Carolina colonial leader and military figure whose legacy includes having Barnwell County named in his honor.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: John Barnwell
Target entity description: John Barnwell was a prominent early South Carolina colonial leader and military figure whose legacy includes having Barnwell County named in his honor.
  • A. Frank Barnwell
    Frank Barnwell was a British aeronautical engineer and aircraft designer best known for creating several important World War I and interwar aircraft for the Bristol Aeroplane Company.
  • B. Charles Faulkner
    Charles Faulkner was a 19th-century British designer and partner in the influential Arts and Crafts firm Morris, Marshall, Faulkner & Co.
  • C. Talbot Jennings
    Talbot Jennings was an American screenwriter known for his work on notable mid-20th-century films, including several acclaimed literary and historical adaptations.
  • D. Charles Moore
    Charles Moore was an influential American postmodern architect and educator known for his playful, human-centered public spaces and landmark designs such as the Piazza d'Italia and Sea Ranch.
  • E. Charles Moore
    Charles Moore was an American historian and civic planner known for his influential writings on urban planning and his role in promoting the City Beautiful movement.
  • 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_69bd43d3bc7c81908f81fcf380476b0f completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a8e0ee88190becab97d2ef1571a completed March 20, 2026, 2:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69be4d739e9c8190b7fffe68a3b54de5 completed March 21, 2026, 7:49 a.m.
NEDg Description generation batch_69be4e1891408190adc09699d0347cbd completed March 21, 2026, 7:51 a.m.
NED2 Entity disambiguation (via description) batch_69be4ef501e081908a75547e9bb52c0c completed March 21, 2026, 7:55 a.m.
Created at: March 20, 2026, 1:13 p.m.