Triple
T13764215
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Habersham County |
E330693
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object |
Piedmont University
Piedmont University is a private liberal arts university in Georgia known for its undergraduate and graduate programs in fields such as education, business, and the arts.
|
E1059387
|
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: Piedmont University | Statement: [Habersham County, hasHigherEducationInstitution, Piedmont University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Piedmont University Context triple: [Habersham County, hasHigherEducationInstitution, Piedmont University]
-
A.
Piedmont International University
Piedmont International University is a private Christian university in Winston-Salem, North Carolina, known for its Bible-centered education and ministry-focused academic programs.
-
B.
Mercer University
Mercer University is a private research university best known for its historic main campus in Macon, Georgia, and its comprehensive programs in liberal arts, professional studies, and health sciences.
-
C.
Albany State University
Albany State University is a public historically Black university (HBCU) located in Albany, Georgia, offering a range of undergraduate and graduate programs.
-
D.
Oglethorpe University
Oglethorpe University is a private liberal arts college in Atlanta, Georgia, named in honor of British general and Georgia colony founder James Oglethorpe.
-
E.
University of North Carolina at Asheville
The University of North Carolina at Asheville is a public liberal arts university in Asheville, North Carolina, known for its strong emphasis on undergraduate education and interdisciplinary studies.
- 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: Piedmont University Triple: [Habersham County, hasHigherEducationInstitution, Piedmont University]
Generated description
Piedmont University is a private liberal arts university in Georgia known for its undergraduate and graduate programs in fields such as education, business, and the arts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Piedmont University Target entity description: Piedmont University is a private liberal arts university in Georgia known for its undergraduate and graduate programs in fields such as education, business, and the arts.
-
A.
Piedmont International University
Piedmont International University is a private Christian university in Winston-Salem, North Carolina, known for its Bible-centered education and ministry-focused academic programs.
-
B.
Mercer University
Mercer University is a private research university best known for its historic main campus in Macon, Georgia, and its comprehensive programs in liberal arts, professional studies, and health sciences.
-
C.
Albany State University
Albany State University is a public historically Black university (HBCU) located in Albany, Georgia, offering a range of undergraduate and graduate programs.
-
D.
Oglethorpe University
Oglethorpe University is a private liberal arts college in Atlanta, Georgia, named in honor of British general and Georgia colony founder James Oglethorpe.
-
E.
University of North Carolina at Asheville
The University of North Carolina at Asheville is a public liberal arts university in Asheville, North Carolina, known for its strong emphasis on undergraduate education and interdisciplinary studies.
- 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_69d81c583b0081909e408a17db517a21 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de022690ac8190bd5410ecc659a2a7 |
completed | April 14, 2026, 9 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7a862e6808190b8fbb27304212058 |
completed | May 3, 2026, 7:56 p.m. |
| NEDg | Description generation | batch_69f7aa2a6370819097206cc0967fe5c5 |
completed | May 3, 2026, 8:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7aaa0e90c8190877490a2b941cb6b |
completed | May 3, 2026, 8:05 p.m. |
Created at: April 9, 2026, 10:10 p.m.