Triple
T197383
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Essex County, Massachusetts |
E3846
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Middleton, Massachusetts
Middleton, Massachusetts is a small New England town in northeastern Massachusetts known for its suburban character and location within Essex County.
|
E354612
|
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: Middleton, Massachusetts | Statement: [Essex County, Massachusetts, hasTown, Middleton, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middleton, Massachusetts Context triple: [Essex County, Massachusetts, hasTown, Middleton, Massachusetts]
-
A.
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.
-
B.
Middleborough, Massachusetts
Middleborough, Massachusetts is a town in Plymouth County known for its cranberry farming heritage and location as a transportation hub in southeastern Massachusetts.
-
C.
Weston, Massachusetts
Weston, Massachusetts is an affluent suburban town west of Boston known for its historic character, extensive conservation land, and highly ranked public schools.
-
D.
Montague, Massachusetts
Montague, Massachusetts is a small New England town in Franklin County known for its historic mill villages and location along the Connecticut River in the Pioneer Valley.
-
E.
Kingston, Massachusetts
Kingston, Massachusetts is a coastal New England town in Plymouth County known for its historic character and proximity to Plymouth and Cape Cod Bay.
- 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: Middleton, Massachusetts Triple: [Essex County, Massachusetts, hasTown, Middleton, Massachusetts]
Generated description
Middleton, Massachusetts is a small New England town in northeastern Massachusetts known for its suburban character and location within Essex County.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middleton, Massachusetts Target entity description: Middleton, Massachusetts is a small New England town in northeastern Massachusetts known for its suburban character and location within Essex County.
-
A.
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.
-
B.
Middleborough, Massachusetts
Middleborough, Massachusetts is a town in Plymouth County known for its cranberry farming heritage and location as a transportation hub in southeastern Massachusetts.
-
C.
Weston, Massachusetts
Weston, Massachusetts is an affluent suburban town west of Boston known for its historic character, extensive conservation land, and highly ranked public schools.
-
D.
Montague, Massachusetts
Montague, Massachusetts is a small New England town in Franklin County known for its historic mill villages and location along the Connecticut River in the Pioneer Valley.
-
E.
Kingston, Massachusetts
Kingston, Massachusetts is a coastal New England town in Plymouth County known for its historic character and proximity to Plymouth and Cape Cod Bay.
- 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_69b34ba28fb88190823f5c7c0492f6f8 |
completed | March 12, 2026, 11:26 p.m. |
| NEDg | Description generation | batch_69b34e44bd748190a9c6c67be6bcb9de |
completed | March 12, 2026, 11:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b34ed57bf0819080fa0eb8e6875cb6 |
completed | March 12, 2026, 11:40 p.m. |
Created at: Feb. 28, 2026, 2:41 a.m.