Triple

T13910177
Position Surface form Disambiguated ID Type / Status
Subject Bamberg County, South Carolina E334469 entity
Predicate namedAfter P63 FINISHED
Object Francis Marion Bamberg
Francis Marion Bamberg was a prominent local figure in South Carolina after whom Bamberg County was named, reflecting his influence in the region’s history and development.
E1067152 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: Francis Marion Bamberg | Statement: [Bamberg County, South Carolina, namedAfter, Francis Marion Bamberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Francis Marion Bamberg
Context triple: [Bamberg County, South Carolina, namedAfter, Francis Marion Bamberg]
  • A. Francis Marion
    Francis Marion was a famed American Revolutionary War officer known as the "Swamp Fox" for his guerrilla tactics against British forces in the South.
  • B. Francis Marion Tarwater
    Francis Marion Tarwater is the troubled, prophecy-haunted boy protagonist of Flannery O’Connor’s novel "The Violent Bear It Away," whose struggle with faith and destiny drives the story’s central conflict.
  • C. Francis Marion Drake
    Francis Marion Drake was a 19th-century American Civil War general, railroad builder, and governor of Iowa who later became a prominent philanthropist in education.
  • D. Daniel Morgan
    Daniel Morgan was a famed American Revolutionary War general and frontiersman best known for his leadership of riflemen and decisive victory at the Battle of Cowpens.
  • E. Elijah Clarke
    Elijah Clarke was an American Revolutionary War militia leader from Georgia, best known for his role in leading Patriot forces in frontier battles against the British and Loyalists.
  • 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: Francis Marion Bamberg
Triple: [Bamberg County, South Carolina, namedAfter, Francis Marion Bamberg]
Generated description
Francis Marion Bamberg was a prominent local figure in South Carolina after whom Bamberg County was named, reflecting his influence in the region’s history and development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Francis Marion Bamberg
Target entity description: Francis Marion Bamberg was a prominent local figure in South Carolina after whom Bamberg County was named, reflecting his influence in the region’s history and development.
  • A. Francis Marion
    Francis Marion was a famed American Revolutionary War officer known as the "Swamp Fox" for his guerrilla tactics against British forces in the South.
  • B. Francis Marion Tarwater
    Francis Marion Tarwater is the troubled, prophecy-haunted boy protagonist of Flannery O’Connor’s novel "The Violent Bear It Away," whose struggle with faith and destiny drives the story’s central conflict.
  • C. Francis Marion Drake
    Francis Marion Drake was a 19th-century American Civil War general, railroad builder, and governor of Iowa who later became a prominent philanthropist in education.
  • D. Daniel Morgan
    Daniel Morgan was a famed American Revolutionary War general and frontiersman best known for his leadership of riflemen and decisive victory at the Battle of Cowpens.
  • E. Elijah Clarke
    Elijah Clarke was an American Revolutionary War militia leader from Georgia, best known for his role in leading Patriot forces in frontier battles against the British and Loyalists.
  • 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_69d81c5eaa9c819083b1ff8689179565 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2723461881908376b5509ee0d530 completed April 14, 2026, 11:38 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c72879e48190ac01d0a2023b098c completed May 3, 2026, 10:07 p.m.
NEDg Description generation batch_69f7c7b9e4888190822501d439df142a completed May 3, 2026, 10:10 p.m.
NED2 Entity disambiguation (via description) batch_69f7c83e31d4819094209406fc99456a completed May 3, 2026, 10:12 p.m.
Created at: April 9, 2026, 10:16 p.m.