Triple
T5757790
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Westfield State University |
E127013
|
entity |
| Predicate | affiliation |
P10
|
FINISHED |
| Object | Massachusetts public higher education system |
E10746
|
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: Massachusetts public higher education system | Statement: [Westfield State University, affiliation, Massachusetts public higher education system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Massachusetts public higher education system Context triple: [Westfield State University, affiliation, Massachusetts public higher education system]
-
A.
University of Massachusetts system
The University of Massachusetts system is a public university network in Massachusetts comprising multiple campuses that provide a wide range of undergraduate, graduate, and professional programs.
-
B.
Massachusetts public K–12 education system
The Massachusetts public K–12 education system is the statewide network of publicly funded primary and secondary schools that provides compulsory education to children across Massachusetts under state standards and oversight.
-
C.
Massachusetts Department of Higher Education
chosen
The Massachusetts Department of Higher Education is the state agency responsible for overseeing public higher education institutions and policies in Massachusetts.
-
D.
Massachusetts community colleges
Massachusetts community colleges are a network of public two-year institutions in Massachusetts that provide accessible, affordable higher education and workforce training across the state.
-
E.
Association of Independent Colleges and Universities in Massachusetts
The Association of Independent Colleges and Universities in Massachusetts is a nonprofit consortium representing the interests of private, independent higher education institutions across Massachusetts in policy, advocacy, and collaboration.
- 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_69c00833a3fc81908f4bc29ed011b7a6 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c029363c988190b12f3f7b68295748 |
completed | March 22, 2026, 5:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c07e4c70808190a31bb41d4baa5865 |
completed | March 22, 2026, 11:42 p.m. |
Created at: March 22, 2026, 3:49 p.m.