Triple
T10698380
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northern Massachusetts |
E252203
|
entity |
| Predicate | hasTown |
P847
|
FINISHED |
| Object |
Ashburnham
Ashburnham is a small New England town in northern Massachusetts known for its rural character, lakes, and historic village center.
|
E880882
|
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: Ashburnham | Statement: [Northern Massachusetts, hasTown, Ashburnham]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashburnham Context triple: [Northern Massachusetts, hasTown, Ashburnham]
-
A.
Harnham
Harnham is a suburb of Salisbury in Wiltshire, England, known for its historic buildings and scenic riverside setting near Salisbury Cathedral.
-
B.
Blunham
Blunham is a village in Bedfordshire, England, known for its rural setting near the River Ivel and historic parish church.
-
C.
Burnham Sutton
Burnham Sutton is a small village in Norfolk, England, forming part of the historic cluster of Burnham settlements near the north Norfolk coast.
-
D.
Ashington
Ashington is a village and civil parish in West Sussex, England, situated within the Horsham District.
-
E.
Ashington
Ashington is a former coal-mining town in Northumberland, England, known for its industrial heritage and role in the region’s mining history.
- 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: Ashburnham Triple: [Northern Massachusetts, hasTown, Ashburnham]
Generated description
Ashburnham is a small New England town in northern Massachusetts known for its rural character, lakes, and historic village center.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashburnham Target entity description: Ashburnham is a small New England town in northern Massachusetts known for its rural character, lakes, and historic village center.
-
A.
Harnham
Harnham is a suburb of Salisbury in Wiltshire, England, known for its historic buildings and scenic riverside setting near Salisbury Cathedral.
-
B.
Blunham
Blunham is a village in Bedfordshire, England, known for its rural setting near the River Ivel and historic parish church.
-
C.
Burnham Sutton
Burnham Sutton is a small village in Norfolk, England, forming part of the historic cluster of Burnham settlements near the north Norfolk coast.
-
D.
Ashington
Ashington is a village and civil parish in West Sussex, England, situated within the Horsham District.
-
E.
Ashington
Ashington is a former coal-mining town in Northumberland, England, known for its industrial heritage and role in the region’s mining history.
- 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_69d6aa5cbabc8190973e683950d89faf |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6fd8a03848190bf68dd470bee103a |
completed | April 9, 2026, 1:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d998e447e0819098e839e9e121a21f |
completed | April 11, 2026, 12:42 a.m. |
| NEDg | Description generation | batch_69d99e8534688190b312b737e0b9cd53 |
completed | April 11, 2026, 1:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69dadcb861a08190bb9f64a91117f35d |
completed | April 11, 2026, 11:43 p.m. |
Created at: April 8, 2026, 9:12 p.m.