Triple
T13910212
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bamberg County, South Carolina |
E334469
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Denmark Technical College
Denmark Technical College is a public, historically Black technical college in South Carolina that offers career-focused and technical education programs.
|
E1067159
|
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: Denmark Technical College | Statement: [Bamberg County, South Carolina, hasHigherEducationInstitution, Denmark Technical College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Denmark Technical College Context triple: [Bamberg County, South Carolina, hasHigherEducationInstitution, Denmark Technical College]
-
A.
Delaware Technical Community College
Delaware Technical Community College is a public community college system in Delaware offering career-focused and transfer-oriented associate degree and certificate programs across multiple campuses.
-
B.
Clark College
Clark College is a public community college known for providing two-year degrees, workforce training, and transfer programs to students in the Vancouver, Washington area.
-
C.
Clark College
Clark College was a historically Black liberal arts college in Atlanta, Georgia, that later became part of Clark Atlanta University through a merger.
-
D.
Delta College
Delta College is a public community college in Michigan known for serving the Great Lakes Bay Region with associate degree and certificate programs.
-
E.
Midlands Technical College
Midlands Technical College is a public two-year community and technical college serving the greater Columbia, South Carolina area with career-focused and transfer-oriented 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: Denmark Technical College Triple: [Bamberg County, South Carolina, hasHigherEducationInstitution, Denmark Technical College]
Generated description
Denmark Technical College is a public, historically Black technical college in South Carolina that offers career-focused and technical education programs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Denmark Technical College Target entity description: Denmark Technical College is a public, historically Black technical college in South Carolina that offers career-focused and technical education programs.
-
A.
Delaware Technical Community College
Delaware Technical Community College is a public community college system in Delaware offering career-focused and transfer-oriented associate degree and certificate programs across multiple campuses.
-
B.
Clark College
Clark College was a historically Black liberal arts college in Atlanta, Georgia, that later became part of Clark Atlanta University through a merger.
-
C.
Clark College
Clark College is a public community college known for providing two-year degrees, workforce training, and transfer programs to students in the Vancouver, Washington area.
-
D.
Delta College
Delta College is a public community college in Michigan known for serving the Great Lakes Bay Region with associate degree and certificate programs.
-
E.
Midlands Technical College
Midlands Technical College is a public two-year community and technical college serving the greater Columbia, South Carolina area with career-focused and transfer-oriented 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_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.