Triple
T3865897
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ashland, Massachusetts |
E91850
|
entity |
| Predicate | hasNeighboringMunicipality |
P224
|
FINISHED |
| Object | Hopkinton, Massachusetts |
E109479
|
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: Hopkinton, Massachusetts | Statement: [Ashland, Massachusetts, hasNeighboringMunicipality, Hopkinton, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hopkinton, Massachusetts Context triple: [Ashland, Massachusetts, hasNeighboringMunicipality, Hopkinton, Massachusetts]
-
A.
Hopkinton, Massachusetts
chosen
Hopkinton, Massachusetts is a suburban New England town best known as the starting point of the Boston Marathon.
-
B.
Hopkinton, New Hampshire
Hopkinton, New Hampshire is a small town in Merrimack County known for its historic village centers, rural character, and annual Hopkinton State Fair.
-
C.
Wilbraham, Massachusetts
Wilbraham, Massachusetts is a suburban town in western Massachusetts known for its residential character, historic New England charm, and location east of Springfield.
-
D.
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.
-
E.
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.
- 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_69aed9645f348190a9868e7cef56ab7e |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeec3b8d988190b56d42ac1521e19c |
completed | March 9, 2026, 3:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be67a7c3188190bc5d75eb2efb653d |
completed | March 21, 2026, 9:40 a.m. |
Created at: March 9, 2026, 3:19 p.m.