Triple
T4194351
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Williamstown, Massachusetts |
E89108
|
entity |
| Predicate | hasNeighboringMunicipality |
P224
|
FINISHED |
| Object |
New Ashford, Massachusetts
New Ashford, Massachusetts is a small rural town in Berkshire County in the northwestern part of the state, known for its scenic setting in the Berkshire Mountains.
|
E427990
|
NE FINISHED |
How this triple was built (4 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 Ashford, Massachusetts | Statement: [Williamstown, Massachusetts, hasNeighboringMunicipality, New Ashford, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New Ashford, Massachusetts Context triple: [Williamstown, Massachusetts, hasNeighboringMunicipality, New Ashford, Massachusetts]
-
A.
Ashland, Massachusetts
Ashland, Massachusetts is a suburban New England town located between Boston and Worcester, known for its residential character, local parks, and role as a former starting point of the Boston Marathon.
-
B.
Ashburnham, Massachusetts
Ashburnham, Massachusetts is a small New England town in Worcester County known for its rural character, lakes, and the prestigious Cushing Academy.
-
C.
New Marlborough, Massachusetts
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.
-
D.
Boxford, Massachusetts
Boxford, Massachusetts is a small, rural residential town in northeastern Massachusetts known for its wooded landscapes, conservation land, and historic New England character.
-
E.
Hatfield, Massachusetts
Hatfield, Massachusetts is a small historic town in western Massachusetts known for its agricultural heritage and location along the Connecticut River in the Pioneer Valley.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: New Ashford, Massachusetts Triple: [Williamstown, Massachusetts, hasNeighboringMunicipality, New Ashford, Massachusetts]
Generated description
New Ashford, Massachusetts is a small rural town in Berkshire County in the northwestern part of the state, known for its scenic setting in the Berkshire Mountains.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: New Ashford, Massachusetts Target entity description: New Ashford, Massachusetts is a small rural town in Berkshire County in the northwestern part of the state, known for its scenic setting in the Berkshire Mountains.
-
A.
Ashland, Massachusetts
Ashland, Massachusetts is a suburban New England town located between Boston and Worcester, known for its residential character, local parks, and role as a former starting point of the Boston Marathon.
-
B.
Ashburnham, Massachusetts
Ashburnham, Massachusetts is a small New England town in Worcester County known for its rural character, lakes, and the prestigious Cushing Academy.
-
C.
New Marlborough, Massachusetts
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.
-
D.
Boxford, Massachusetts
Boxford, Massachusetts is a small, rural residential town in northeastern Massachusetts known for its wooded landscapes, conservation land, and historic New England character.
-
E.
Hatfield, Massachusetts
Hatfield, Massachusetts is a small historic town in western Massachusetts known for its agricultural heritage and location along the Connecticut River in the Pioneer Valley.
- F. None of above. chosen
Provenance (5 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_69aed9569a4481908b6c1fcec2a11e21 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69af034406348190a56c21b5c08a6828 |
completed | March 9, 2026, 5:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5c7045bf08190a5d2bab75a2240d4 |
completed | March 14, 2026, 8:37 p.m. |
| NEDg | Description generation | batch_69b5c7ab41fc81909813233bd729e989 |
completed | March 14, 2026, 8:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5c81d6e188190a1f0f21a990943d0 |
completed | March 14, 2026, 8:42 p.m. |
Created at: March 9, 2026, 3:46 p.m.