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.