Triple
T14353484
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CICS |
E355910
|
entity |
| Predicate | affiliatedWith |
P254
|
FINISHED |
| Object | UMass Amherst graduate school |
E13688
|
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: UMass Amherst graduate school | Statement: [CICS, affiliatedWith, UMass Amherst graduate school]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: UMass Amherst graduate school Context triple: [CICS, affiliatedWith, UMass Amherst graduate school]
-
A.
University of Massachusetts Amherst
chosen
The University of Massachusetts Amherst is a major public research university and the flagship campus of the UMass system, known for its strong academic programs and large, diverse student body.
-
B.
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.
-
C.
Isenberg School of Management, University of Massachusetts Amherst
The Isenberg School of Management at the University of Massachusetts Amherst is a public business school known for its undergraduate, MBA, and specialized business programs, strong ties to industry, and emphasis on experiential learning.
-
D.
Amherst College
Amherst College is a highly selective private liberal arts college in Amherst, Massachusetts, known for its rigorous academics and open curriculum.
-
E.
University of Massachusetts Dartmouth
The University of Massachusetts Dartmouth is a public research university in southeastern Massachusetts known for its diverse academic programs and regional engagement.
- 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_69d82790a7e08190877e2d349b2e8d8e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8f4ff1e48190bd9419d70098cede |
completed | April 14, 2026, 7:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd4c44ff4c8190bbcc7a34b98ac330 |
completed | May 8, 2026, 2:36 a.m. |
Created at: April 10, 2026, 1:14 a.m.