Triple
T23268
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Berkshires |
E462
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
West Stockbridge, Massachusetts
West Stockbridge, Massachusetts is a small rural town in western Massachusetts known for its scenic landscapes, arts culture, and location within the Berkshire Mountains region.
|
E95222
|
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: West Stockbridge, Massachusetts | Statement: [The Berkshires, contains, West Stockbridge, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: West Stockbridge, Massachusetts Context triple: [The Berkshires, contains, West Stockbridge, Massachusetts]
-
A.
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.
-
B.
Westford, Massachusetts
Westford, Massachusetts is a suburban town in northeastern Massachusetts known for its strong public schools, residential character, and proximity to the Greater Boston area.
-
C.
Tewksbury, Massachusetts
Tewksbury, Massachusetts is a suburban New England town known for its residential communities, historic character, and location between Lowell and Boston.
-
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.
Wakefield, Massachusetts
Wakefield, Massachusetts is a suburban town north of Boston known for its scenic Lake Quannapowitt and historic New England character.
- 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: West Stockbridge, Massachusetts Triple: [The Berkshires, contains, West Stockbridge, Massachusetts]
Generated description
West Stockbridge, Massachusetts is a small rural town in western Massachusetts known for its scenic landscapes, arts culture, and location within the Berkshire Mountains region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: West Stockbridge, Massachusetts Target entity description: West Stockbridge, Massachusetts is a small rural town in western Massachusetts known for its scenic landscapes, arts culture, and location within the Berkshire Mountains region.
-
A.
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.
-
B.
Westford, Massachusetts
Westford, Massachusetts is a suburban town in northeastern Massachusetts known for its strong public schools, residential character, and proximity to the Greater Boston area.
-
C.
Tewksbury, Massachusetts
Tewksbury, Massachusetts is a suburban New England town known for its residential communities, historic character, and location between Lowell and Boston.
-
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.
Wakefield, Massachusetts
Wakefield, Massachusetts is a suburban town north of Boston known for its scenic Lake Quannapowitt and historic New England character.
- 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_69a243b4ac2c8190b93c303df797b7b2 |
completed | Feb. 28, 2026, 1:24 a.m. |
| NER | Named-entity recognition | batch_69a2466bdc7c81908bcd14b53a99cf4f |
completed | Feb. 28, 2026, 1:35 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a6891458408190a01baf3f2e118ac5 |
completed | March 3, 2026, 7:09 a.m. |
| NEDg | Description generation | batch_69a697cc38d081909d22c017e164de89 |
completed | March 3, 2026, 8:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a6d51b8938819080dbbdae1c69a13a |
completed | March 3, 2026, 12:33 p.m. |
Created at: Feb. 28, 2026, 1:34 a.m.