Triple
T23254
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Berkshires |
E462
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Adams, Massachusetts
Adams, Massachusetts is a small town in Berkshire County known for its historic mill heritage and as the birthplace of women’s rights activist Susan B. Anthony.
|
E156748
|
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: Adams, Massachusetts | Statement: [The Berkshires, contains, Adams, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Adams, Massachusetts Context triple: [The Berkshires, contains, Adams, Massachusetts]
-
A.
Lincoln, Massachusetts
Lincoln, Massachusetts is a small, affluent suburban town west of Boston known for its conservation land, historic sites, and rural character.
-
B.
North Adams, Massachusetts
North Adams, Massachusetts is a small former mill city in the Berkshire Mountains best known today for housing MASS MoCA, one of the largest contemporary art museums in the United States.
-
C.
Newton, Massachusetts
Newton, Massachusetts is a suburban city west of Boston known for its affluent residential neighborhoods, strong public schools, and village-style layout without a traditional downtown.
-
D.
Concord, Massachusetts
Concord, Massachusetts is a historic New England town best known as the site of the opening battles of the American Revolutionary War and as a center of 19th-century American literature and transcendentalism.
-
E.
Bedford, Massachusetts
Bedford, Massachusetts is a historic suburban town northwest of Boston known for its Revolutionary War heritage and residential 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: Adams, Massachusetts Triple: [The Berkshires, contains, Adams, Massachusetts]
Generated description
Adams, Massachusetts is a small town in Berkshire County known for its historic mill heritage and as the birthplace of women’s rights activist Susan B. Anthony.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Adams, Massachusetts Target entity description: Adams, Massachusetts is a small town in Berkshire County known for its historic mill heritage and as the birthplace of women’s rights activist Susan B. Anthony.
-
A.
Lincoln, Massachusetts
Lincoln, Massachusetts is a small, affluent suburban town west of Boston known for its conservation land, historic sites, and rural character.
-
B.
North Adams, Massachusetts
North Adams, Massachusetts is a small former mill city in the Berkshire Mountains best known today for housing MASS MoCA, one of the largest contemporary art museums in the United States.
-
C.
Newton, Massachusetts
Newton, Massachusetts is a suburban city west of Boston known for its affluent residential neighborhoods, strong public schools, and village-style layout without a traditional downtown.
-
D.
Concord, Massachusetts
Concord, Massachusetts is a historic New England town best known as the site of the opening battles of the American Revolutionary War and as a center of 19th-century American literature and transcendentalism.
-
E.
Bedford, Massachusetts
Bedford, Massachusetts is a historic suburban town northwest of Boston known for its Revolutionary War heritage and residential 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_69acce4b94d08190b7747b0b6d61e3e1 |
completed | March 8, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69accf3931bc81908e38755e2d024270 |
completed | March 8, 2026, 1:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69accfb8acfc8190bba379d8bb114c29 |
completed | March 8, 2026, 1:24 a.m. |
Created at: Feb. 28, 2026, 1:34 a.m.