Triple
T1189662
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amherst, Massachusetts |
E25328
|
entity |
| Predicate | locatedNear |
P294
|
FINISHED |
| Object |
Shutesbury, Massachusetts
Shutesbury, Massachusetts is a small rural town in Franklin County known for its forests, lakes, and residential character in the Pioneer Valley region.
|
E344742
|
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: Shutesbury, Massachusetts | Statement: [Amherst, Massachusetts, locatedNear, Shutesbury, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Shutesbury, Massachusetts Context triple: [Amherst, Massachusetts, locatedNear, Shutesbury, Massachusetts]
-
A.
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.
-
B.
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.
-
C.
Weston, Massachusetts
Weston, Massachusetts is an affluent suburban town west of Boston known for its historic character, extensive conservation land, and highly ranked public schools.
-
D.
Holbrook, Massachusetts
Holbrook, Massachusetts is a small suburban town in eastern Massachusetts known for its residential character and proximity to Boston.
-
E.
Stockbridge, Massachusetts
Stockbridge, Massachusetts is a historic New England town famed for its Norman Rockwell associations, classic Main Street charm, and role as a cultural hub in western Massachusetts.
- 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: Shutesbury, Massachusetts Triple: [Amherst, Massachusetts, locatedNear, Shutesbury, Massachusetts]
Generated description
Shutesbury, Massachusetts is a small rural town in Franklin County known for its forests, lakes, and residential character in the Pioneer Valley region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Shutesbury, Massachusetts Target entity description: Shutesbury, Massachusetts is a small rural town in Franklin County known for its forests, lakes, and residential character in the Pioneer Valley region.
-
A.
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.
-
B.
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.
-
C.
Weston, Massachusetts
Weston, Massachusetts is an affluent suburban town west of Boston known for its historic character, extensive conservation land, and highly ranked public schools.
-
D.
Holbrook, Massachusetts
Holbrook, Massachusetts is a small suburban town in eastern Massachusetts known for its residential character and proximity to Boston.
-
E.
Stockbridge, Massachusetts
Stockbridge, Massachusetts is a historic New England town famed for its Norman Rockwell associations, classic Main Street charm, and role as a cultural hub in western Massachusetts.
- 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_69a49427d98881908646d6c63b8cea1e |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bd57c3c481908bdca483fcaa3297 |
completed | March 1, 2026, 10:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2e7f3336c8190b0a9cd6f932bd3e0 |
completed | March 12, 2026, 4:21 p.m. |
| NEDg | Description generation | batch_69b2e8d04e508190916455fa2f4702b5 |
completed | March 12, 2026, 4:24 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b2ed0f862c81909d9a279bea549339 |
completed | March 12, 2026, 4:42 p.m. |
Created at: March 1, 2026, 7:45 p.m.