Triple
T14165514
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ashland, Kentucky |
E351062
|
entity |
| Predicate | hasHigherEducationInstitution |
P113
|
FINISHED |
| Object | Ashland Community and Technical College |
E893967
|
NE FINISHED |
How this triple was built (2 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: Ashland Community and Technical College | Statement: [Ashland, Kentucky, hasHigherEducationInstitution, Ashland Community and Technical College]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashland Community and Technical College Context triple: [Ashland, Kentucky, hasHigherEducationInstitution, Ashland Community and Technical College]
-
A.
Ashland Community and Technical College
chosen
Ashland Community and Technical College is a public two-year institution in Kentucky offering associate degrees, technical programs, and workforce training to serve regional educational and career needs.
-
B.
Ashland College
Ashland College is a former name of Ashland University, a private institution in Ashland, Ohio, known for its liberal arts and professional programs.
-
C.
Bluegrass Community and Technical College
Bluegrass Community and Technical College is a public two-year institution in Kentucky offering associate degrees, technical programs, and workforce training across multiple campuses in the Bluegrass region.
-
D.
Ashland main campus
Ashland main campus is the primary campus of Southern Oregon University, located in Ashland, Oregon and serving as the institution’s central hub for academic and student life.
-
E.
Jefferson Community College
Jefferson Community College is a public two-year college serving the higher education and workforce training needs of the Watertown, New York region.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d8278775fc8190b0802d22ca2f495d |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de61b207cc8190b85b1ff0910b54da |
completed | April 14, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcf7f57ad88190aeb8ee0f834bfa20 |
completed | May 7, 2026, 8:37 p.m. |
Created at: April 10, 2026, 1 a.m.