Triple
T1619846
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Franklin County, Massachusetts |
E35004
|
entity |
| Predicate | hasMunicipality |
P847
|
FINISHED |
| Object |
Bernardston, Massachusetts
Bernardston, Massachusetts is a small rural town in northwestern Massachusetts known for its agricultural character and scenic New England landscape.
|
E401648
|
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: Bernardston, Massachusetts | Statement: [Franklin County, Massachusetts, hasMunicipality, Bernardston, Massachusetts]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bernardston, Massachusetts Context triple: [Franklin County, Massachusetts, hasMunicipality, Bernardston, Massachusetts]
-
A.
Belchertown, Massachusetts
Belchertown, Massachusetts is a rural-suburban town in western Massachusetts known for its scenic landscapes, historic town center, and proximity to the Five College area.
-
B.
Boxford, Massachusetts
Boxford, Massachusetts is a small, rural residential town in northeastern Massachusetts known for its wooded landscapes, conservation land, and historic New England character.
-
C.
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.
-
D.
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.
-
E.
Tyngsborough, Massachusetts
Tyngsborough, Massachusetts is a suburban New England town along the Merrimack River known for its historic green-painted steel arch bridge and its location between Lowell and Nashua near the New Hampshire border.
- 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: Bernardston, Massachusetts Triple: [Franklin County, Massachusetts, hasMunicipality, Bernardston, Massachusetts]
Generated description
Bernardston, Massachusetts is a small rural town in northwestern Massachusetts known for its agricultural character and scenic New England landscape.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bernardston, Massachusetts Target entity description: Bernardston, Massachusetts is a small rural town in northwestern Massachusetts known for its agricultural character and scenic New England landscape.
-
A.
Belchertown, Massachusetts
Belchertown, Massachusetts is a rural-suburban town in western Massachusetts known for its scenic landscapes, historic town center, and proximity to the Five College area.
-
B.
Boxford, Massachusetts
Boxford, Massachusetts is a small, rural residential town in northeastern Massachusetts known for its wooded landscapes, conservation land, and historic New England character.
-
C.
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.
-
D.
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.
-
E.
Tyngsborough, Massachusetts
Tyngsborough, Massachusetts is a suburban New England town along the Merrimack River known for its historic green-painted steel arch bridge and its location between Lowell and Nashua near the New Hampshire border.
- 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_69a886023194819080a3fccd6e325d0e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a909b0738c8190b073e0ccec5e217d |
completed | March 5, 2026, 4:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5334e25ec819090bdefaef44e849b |
completed | March 14, 2026, 10:07 a.m. |
| NEDg | Description generation | batch_69b5345b408c8190a68c530edd1efb1f |
completed | March 14, 2026, 10:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5351fe4d081909c606f2ced0efbdc |
completed | March 14, 2026, 10:14 a.m. |
Created at: March 4, 2026, 7:28 p.m.