Triple
T23252
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Berkshires |
E462
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Williamstown, Massachusetts
Williamstown, Massachusetts is a small New England town best known as the home of Williams College and for its scenic location in the Berkshire Mountains.
|
E89108
|
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: Williamstown, Massachusetts | Statement: [The Berkshires, contains, Williamstown, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Williamstown, Massachusetts Context triple: [The Berkshires, contains, Williamstown, Massachusetts]
-
A.
Plymouth, Massachusetts
Plymouth, Massachusetts is a historic coastal town best known as the landing site of the Pilgrims in 1620 and often called "America’s Hometown."
-
B.
Watertown, Massachusetts
Watertown, Massachusetts is a historic suburban city just west of Boston, known for its early industrial development and significant Armenian-American community.
-
C.
Stoneham, Massachusetts
Stoneham, Massachusetts is a suburban town north of Boston known for its residential character and proximity to the Middlesex Fells Reservation.
-
D.
Winchester, Massachusetts
Winchester, Massachusetts is a suburban town north of Boston known for its affluent residential character, historic New England charm, and well-regarded public schools.
-
E.
Newport, Rhode Island
Newport, Rhode Island is a historic coastal city in New England known for its Gilded Age mansions, maritime heritage, and role as a summer resort for America’s wealthy elite.
- 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: Williamstown, Massachusetts Triple: [The Berkshires, contains, Williamstown, Massachusetts]
Generated description
Williamstown, Massachusetts is a small New England town best known as the home of Williams College and for its scenic location in the Berkshire Mountains.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Williamstown, Massachusetts Target entity description: Williamstown, Massachusetts is a small New England town best known as the home of Williams College and for its scenic location in the Berkshire Mountains.
-
A.
Plymouth, Massachusetts
Plymouth, Massachusetts is a historic coastal town best known as the landing site of the Pilgrims in 1620 and often called "America’s Hometown."
-
B.
Watertown, Massachusetts
Watertown, Massachusetts is a historic suburban city just west of Boston, known for its early industrial development and significant Armenian-American community.
-
C.
Stoneham, Massachusetts
Stoneham, Massachusetts is a suburban town north of Boston known for its residential character and proximity to the Middlesex Fells Reservation.
-
D.
Winchester, Massachusetts
Winchester, Massachusetts is a suburban town north of Boston known for its affluent residential character, historic New England charm, and well-regarded public schools.
-
E.
Newport, Rhode Island
Newport, Rhode Island is a historic coastal city in New England known for its Gilded Age mansions, maritime heritage, and role as a summer resort for America’s wealthy elite.
- 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_69a654ced04c819083e3cf2e44079341 |
completed | March 3, 2026, 3:26 a.m. |
| NEDg | Description generation | batch_69a658db60508190b9a0f515ac2b420a |
completed | March 3, 2026, 3:43 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a65949616c8190857c6c8053446eb4 |
completed | March 3, 2026, 3:45 a.m. |
Created at: Feb. 28, 2026, 1:34 a.m.