Triple
T509103
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Western Massachusetts |
E10565
|
entity |
| Predicate | hasInstitution |
P186
|
FINISHED |
| Object | Westfield State University |
E127013
|
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: Westfield State University | Statement: [Western Massachusetts, hasInstitution, Westfield State University]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Westfield State University Context triple: [Western Massachusetts, hasInstitution, Westfield State University]
-
A.
Westfield State University
chosen
Westfield State University is a public university in Westfield, Massachusetts, known for its liberal arts and professional programs and its role in serving the Pioneer Valley region.
-
B.
Springfield College
Springfield College is a private institution in Springfield, Massachusetts, best known as the birthplace of basketball and for its strong programs in health sciences, physical education, and human services.
-
C.
Western New England University
Western New England University is a private university in Springfield, Massachusetts, known for its programs in law, engineering, business, and the liberal arts.
-
D.
Framingham State University
Framingham State University is a public university in Framingham, Massachusetts, known for its liberal arts and professional programs serving the Greater Boston area.
-
E.
University of Massachusetts Boston
The University of Massachusetts Boston is a public research university located on the waterfront in Boston, known for its diverse student body and strong programs in liberal arts, sciences, and professional studies.
- 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_69a2e848adf881908e5e04f7af030093 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f162f3888190b057ad04e40a30e2 |
completed | Feb. 28, 2026, 1:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac82de53808190a105311397acfef6 |
completed | March 7, 2026, 7:56 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.