Triple
T1642531
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hampshire County, Massachusetts |
E35504
|
entity |
| Predicate | containsSettlement |
P847
|
FINISHED |
| Object |
Chesterfield, Massachusetts
Chesterfield, Massachusetts is a small rural town in western Massachusetts known for its scenic landscapes and quiet, close-knit community.
|
E447552
|
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: Chesterfield, Massachusetts | Statement: [Hampshire County, Massachusetts, containsSettlement, Chesterfield, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chesterfield, Massachusetts Context triple: [Hampshire County, Massachusetts, containsSettlement, Chesterfield, Massachusetts]
-
A.
Cheshire, Massachusetts
Cheshire, Massachusetts is a small rural town in Berkshire County known for its scenic New England landscape and proximity to outdoor recreation in the Berkshires.
-
B.
Westfield, Massachusetts
Westfield, Massachusetts is a small city in western Massachusetts known for its historic downtown, proximity to the Berkshires, and home to Westfield State University.
-
C.
Charlton, Massachusetts
Charlton, Massachusetts is a small New England town in south-central Massachusetts known for its rural character and location within the Worcester metropolitan area.
-
D.
Westwood, Massachusetts
Westwood, Massachusetts is a suburban town southwest of Boston known for its high-performing schools, affluent residential character, and convenient commuter access to the city.
-
E.
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.
- 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: Chesterfield, Massachusetts Triple: [Hampshire County, Massachusetts, containsSettlement, Chesterfield, Massachusetts]
Generated description
Chesterfield, Massachusetts is a small rural town in western Massachusetts known for its scenic landscapes and quiet, close-knit community.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chesterfield, Massachusetts Target entity description: Chesterfield, Massachusetts is a small rural town in western Massachusetts known for its scenic landscapes and quiet, close-knit community.
-
A.
Cheshire, Massachusetts
Cheshire, Massachusetts is a small rural town in Berkshire County known for its scenic New England landscape and proximity to outdoor recreation in the Berkshires.
-
B.
Westfield, Massachusetts
Westfield, Massachusetts is a small city in western Massachusetts known for its historic downtown, proximity to the Berkshires, and home to Westfield State University.
-
C.
Charlton, Massachusetts
Charlton, Massachusetts is a small New England town in south-central Massachusetts known for its rural character and location within the Worcester metropolitan area.
-
D.
Westwood, Massachusetts
Westwood, Massachusetts is a suburban town southwest of Boston known for its high-performing schools, affluent residential character, and convenient commuter access to the city.
-
E.
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.
- 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_69a88604618c81908b41f6429c431eb6 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a90a3f4d8c8190aa0a44d1c9b1a7f0 |
completed | March 5, 2026, 4:44 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bd6f6fe04c8190bffabb9225ef6c2a |
completed | March 20, 2026, 4:01 p.m. |
| NEDg | Description generation | batch_69bd7275bf8081908558a5619fc78766 |
completed | March 20, 2026, 4:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bd744b79548190a117105f47a4e51a |
completed | March 20, 2026, 4:22 p.m. |
Created at: March 4, 2026, 7:28 p.m.