Triple
T18344815
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southwestern Massachusetts |
E439508
|
entity |
| Predicate | includesSettlement |
P16159
|
FINISHED |
| Object | New Marlborough, 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: New Marlborough, Massachusetts | Statement: [Southwestern Massachusetts, includesSettlement, New Marlborough, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New Marlborough, Massachusetts Context triple: [Southwestern Massachusetts, includesSettlement, New Marlborough, Massachusetts]
-
A.
New Marlborough, Massachusetts
chosen
New Marlborough, Massachusetts is a small rural town in Berkshire County known for its scenic landscapes, historic villages, and location in the Berkshire Hills of western Massachusetts.
-
B.
Marlborough, Massachusetts
Marlborough, Massachusetts is a small city in eastern Massachusetts known for its suburban character, historic New England roots, and role as a regional commercial and technology hub.
-
C.
Marion, Massachusetts
Marion, Massachusetts is a small coastal town in southeastern New England known for its historic village center, boating culture, and scenic Buzzards Bay shoreline.
-
D.
Webster, Massachusetts
Webster, Massachusetts is a small town in southern Worcester County known for its historic mill industry and the nearby Lake Chargoggagoggmanchauggagoggchaubunagungamaugg.
-
E.
Marshfield, Massachusetts
Marshfield, Massachusetts is a coastal New England town known for its beaches, maritime character, and historic community south of Boston.
- 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_69d8b9175fec8190af865699b4e64d8c |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e514f3bb888190bdeea4c4d114a43b |
completed | April 19, 2026, 5:46 p.m. |
Created at: April 10, 2026, 10:37 a.m.