Triple
T19749115
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ashland College men’s basketball team |
E474329
|
entity |
| Predicate | universityNameChange |
P81541
|
FINISHED |
| Object | Ashland College was later renamed Ashland University |
—
|
NE NERFINISHED |
How this triple was built (3 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 College was later renamed Ashland University | Statement: [Ashland College men’s basketball team, universityNameChange, Ashland College was later renamed Ashland University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashland College was later renamed Ashland University Context triple: [Ashland College men’s basketball team, universityNameChange, Ashland College was later renamed Ashland University]
-
A.
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.
-
B.
Ashland College
chosen
Ashland College is a former name of Ashland University, a private institution in Ashland, Ohio, known for its liberal arts and professional programs.
-
C.
Ashland Community and Technical College
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.
-
D.
Ashland College men’s basketball team
The Ashland College men’s basketball team is the collegiate basketball program representing Ashland College (now Ashland University), historically notable for its successful run under coach Bill Musselman.
-
E.
Ashland High School
Ashland High School is a public secondary school serving students in the town of Ashland, Massachusetts.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: universityNameChange Context triple: [Ashland College men’s basketball team, universityNameChange, Ashland College was later renamed Ashland University]
-
A.
universityFormerName
chosen
Indicates that a university previously had a different official name before adopting its current one.
-
B.
universityName
Indicates the official name associated with a particular university.
-
C.
hasFormerInstitutionName
Indicates that an institution was previously known by a different name.
-
D.
campusMovedTo
Indicates that the location of a campus has been relocated from one place to another.
-
E.
academicAffiliationChange
Indicates a change in an entity’s institutional or academic affiliation from one organization to another.
- F. None of above.
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_69d8e51940a0819087bd2996f98da668 |
completed | April 10, 2026, 11:55 a.m. |
| NER | Named-entity recognition | batch_69e65296fa80819085aa4a18153531cf |
completed | April 20, 2026, 4:21 p.m. |
| PD | Predicate disambiguation | batch_69e5305016e08190b9561a96baecb0b8 |
completed | April 19, 2026, 7:43 p.m. |
Created at: April 10, 2026, 1:47 p.m.