Triple
T13068685
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bamberg, South Carolina |
E329395
|
entity |
| Predicate | hasPublicLibrary |
P105
|
FINISHED |
| Object |
Bamberg County Library (Bamberg branch)
Bamberg County Library (Bamberg branch) is the main public library serving residents of Bamberg, South Carolina, providing access to books, media, and community programs.
|
E1020812
|
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: Bamberg County Library (Bamberg branch) | Statement: [Bamberg, South Carolina, hasPublicLibrary, Bamberg County Library (Bamberg branch)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bamberg County Library (Bamberg branch) Context triple: [Bamberg, South Carolina, hasPublicLibrary, Bamberg County Library (Bamberg branch)]
-
A.
Blount County Public Library
Blount County Public Library is the main public library serving residents of Blount County and the city of Maryville, Tennessee, offering lending services, community programs, and access to information resources.
-
B.
Woodford County Library
Woodford County Library is the public library system serving residents of Woodford County, Kentucky, including the city of Versailles.
-
C.
Columbia County Public Library
Columbia County Public Library is the main public library system serving residents of Columbia County, Florida, including the community of Lake City.
-
D.
Boone County Public Library system
The Boone County Public Library system is a network of public libraries serving residents of Boone County, Kentucky with books, digital resources, and community programs.
-
E.
Putnam County Public Library
Putnam County Public Library is the main public library system serving residents of Putnam County, Indiana, providing access to books, digital resources, and community programs.
- 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: Bamberg County Library (Bamberg branch) Triple: [Bamberg, South Carolina, hasPublicLibrary, Bamberg County Library (Bamberg branch)]
Generated description
Bamberg County Library (Bamberg branch) is the main public library serving residents of Bamberg, South Carolina, providing access to books, media, and community programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bamberg County Library (Bamberg branch) Target entity description: Bamberg County Library (Bamberg branch) is the main public library serving residents of Bamberg, South Carolina, providing access to books, media, and community programs.
-
A.
Blount County Public Library
Blount County Public Library is the main public library serving residents of Blount County and the city of Maryville, Tennessee, offering lending services, community programs, and access to information resources.
-
B.
Woodford County Library
Woodford County Library is the public library system serving residents of Woodford County, Kentucky, including the city of Versailles.
-
C.
Columbia County Public Library
Columbia County Public Library is the main public library system serving residents of Columbia County, Florida, including the community of Lake City.
-
D.
Boone County Public Library system
The Boone County Public Library system is a network of public libraries serving residents of Boone County, Kentucky with books, digital resources, and community programs.
-
E.
Putnam County Public Library
Putnam County Public Library is the main public library system serving residents of Putnam County, Indiana, providing access to books, digital resources, and community programs.
- 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_69d80771749c81909a6d9197b9504872 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d980ec8ba48190baf52c7823482680 |
completed | April 10, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6d603419c8190b8d1726365db59dc |
completed | May 3, 2026, 4:58 a.m. |
| NEDg | Description generation | batch_69f6d943a80c81909bc39b9a9ef303bd |
completed | May 3, 2026, 5:12 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6da1e56388190b536831b2c6d493f |
completed | May 3, 2026, 5:16 a.m. |
Created at: April 9, 2026, 9 p.m.