Triple
T16988273
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Town of Amherst |
E412125
|
entity |
| Predicate | hasNeighboringMunicipality |
P224
|
FINISHED |
| Object | Shutesbury, Massachusetts |
—
|
NE NERFINISHED |
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: Shutesbury, Massachusetts | Statement: [Town of Amherst, hasNeighboringMunicipality, Shutesbury, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shutesbury, Massachusetts Context triple: [Town of Amherst, hasNeighboringMunicipality, Shutesbury, Massachusetts]
-
A.
Shutesbury, Massachusetts
chosen
Shutesbury, Massachusetts is a small rural town in Franklin County known for its forests, lakes, and residential character in the Pioneer Valley region.
-
B.
Shelburne, Massachusetts
Shelburne, Massachusetts is a small rural town in western Massachusetts known for its scenic landscapes, historic character, and location along the Deerfield River.
-
C.
Belchertown, Massachusetts
Belchertown, Massachusetts is a rural-suburban town in western Massachusetts known for its scenic landscapes, historic town center, and proximity to the Five College area.
-
D.
Brewster, Massachusetts
Brewster, Massachusetts is a historic seaside town on Cape Cod known for its bay beaches, conservation lands, and classic New England charm.
-
E.
Buckland, Massachusetts
Buckland, Massachusetts is a small rural town in western Massachusetts known for its scenic landscapes and historic New England character.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d886ca8f348190812768ea8d5055ce |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e3d27cd2048190800a60ae653e11e1 |
completed | April 18, 2026, 6:50 p.m. |
Created at: April 10, 2026, 5:32 a.m.