Triple
T197384
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Essex County, Massachusetts |
E3846
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Topsfield, Massachusetts
Topsfield, Massachusetts is a small historic New England town in Essex County best known for hosting one of the country’s oldest agricultural fairs, the Topsfield Fair.
|
E346081
|
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: Topsfield, Massachusetts | Statement: [Essex County, Massachusetts, hasTown, Topsfield, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Topsfield, Massachusetts Context triple: [Essex County, Massachusetts, hasTown, Topsfield, Massachusetts]
-
A.
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.
-
B.
Tewksbury, Massachusetts
Tewksbury, Massachusetts is a suburban New England town known for its residential communities, historic character, and location between Lowell and Boston.
-
C.
Northfield, Massachusetts
Northfield, Massachusetts is a small historic town in Franklin County known for its rural New England character and scenic location along the Connecticut River in the Pioneer Valley.
-
D.
Billerica, Massachusetts
Billerica, Massachusetts is a suburban town in northeastern Massachusetts known for its residential communities, local history, and proximity to the Greater Boston area.
-
E.
Wilbraham, Massachusetts
Wilbraham, Massachusetts is a suburban town in western Massachusetts known for its residential character, historic New England charm, and location east of Springfield.
- 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: Topsfield, Massachusetts Triple: [Essex County, Massachusetts, hasTown, Topsfield, Massachusetts]
Generated description
Topsfield, Massachusetts is a small historic New England town in Essex County best known for hosting one of the country’s oldest agricultural fairs, the Topsfield Fair.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Topsfield, Massachusetts Target entity description: Topsfield, Massachusetts is a small historic New England town in Essex County best known for hosting one of the country’s oldest agricultural fairs, the Topsfield Fair.
-
A.
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.
-
B.
Tewksbury, Massachusetts
Tewksbury, Massachusetts is a suburban New England town known for its residential communities, historic character, and location between Lowell and Boston.
-
C.
Northfield, Massachusetts
Northfield, Massachusetts is a small historic town in Franklin County known for its rural New England character and scenic location along the Connecticut River in the Pioneer Valley.
-
D.
Billerica, Massachusetts
Billerica, Massachusetts is a suburban town in northeastern Massachusetts known for its residential communities, local history, and proximity to the Greater Boston area.
-
E.
Wilbraham, Massachusetts
Wilbraham, Massachusetts is a suburban town in western Massachusetts known for its residential character, historic New England charm, and location east of Springfield.
- 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_69a2548debd48190ae3a06d6e65b53c6 |
completed | Feb. 28, 2026, 2:35 a.m. |
| NER | Named-entity recognition | batch_69a2598594388190a56f36fa036eac84 |
completed | Feb. 28, 2026, 2:57 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b2f38ecc488190a2f7f66f5ae27477 |
completed | March 12, 2026, 5:10 p.m. |
| NEDg | Description generation | batch_69b2f6a6d23c81908c2d9e2da3fc51d6 |
completed | March 12, 2026, 5:23 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b3096e0db4819089ed2ae7b4f4501e |
completed | March 12, 2026, 6:43 p.m. |
Created at: Feb. 28, 2026, 2:41 a.m.