Triple
T17331095
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pamplin family |
E420816
|
entity |
| Predicate | hasNamedInstitution |
P64535
|
FINISHED |
| Object | Pamplin College of Business at Virginia Tech |
—
|
NE ONNED1 |
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: Pamplin College of Business at Virginia Tech | Statement: [Pamplin family, hasNamedInstitution, Pamplin College of Business at Virginia Tech]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pamplin College of Business at Virginia Tech Context triple: [Pamplin family, hasNamedInstitution, Pamplin College of Business at Virginia Tech]
-
A.
Pamplin College of Business
chosen
Pamplin College of Business is the business school of Virginia Tech, offering undergraduate and graduate programs in areas such as accounting, finance, management, marketing, and business information technology.
-
B.
Pamplin School of Business
Pamplin School of Business is the business school of the University of Portland, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
-
C.
VCU School of Business
VCU School of Business is the business school of Virginia Commonwealth University, offering undergraduate and graduate programs in areas such as accounting, finance, marketing, and management.
-
D.
McColl School of Business
McColl School of Business is the business school of Queens University of Charlotte, offering undergraduate and graduate programs focused on leadership, entrepreneurship, and professional development.
-
E.
Fuqua School of Business
Fuqua School of Business is Duke University's graduate business school, renowned for its MBA and business education programs and strong emphasis on global leadership and teamwork.
- 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: hasNamedInstitution Context triple: [Pamplin family, hasNamedInstitution, Pamplin College of Business at Virginia Tech]
-
A.
hasInstitutions
chosen
Indicates that one entity possesses, contains, or is associated with one or more institutions.
-
B.
recognizedAsInstitutionBy
Indicates that an entity is acknowledged or accepted as an institution by a specified recognizing party.
-
C.
namedAfterInstitution
Indicates that one entity has been given a name derived from or in honor of an institution.
-
D.
notableInstitution
Indicates that an institution holds particular significance, prominence, or recognition in relation to the subject.
-
E.
notableInstitutionNamedAfter
Indicates that an institution of significant prominence is named in honor of a particular person, place, or entity.
- F. None of above.
Provenance (4 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_69d889d3adc881909319f1edb8d2a956 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e439d5c788819092bdc4d3de0ec958 |
completed | April 19, 2026, 2:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a019550d3bc8190bda76e83edc81063 |
finalizing | May 11, 2026, 8:37 a.m. |
| PD | Predicate disambiguation | batch_69e3b021a5bc81909ae55406f9d0b37f |
completed | April 18, 2026, 4:24 p.m. |
Created at: April 10, 2026, 5:43 a.m.