Triple
T17295938
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ashburnham, Massachusetts |
E419909
|
entity |
| Predicate | schoolDistrict |
P226
|
FINISHED |
| Object |
Ashburnham–Westminster Regional School District
Ashburnham–Westminster Regional School District is a public school district in north-central Massachusetts that serves students from the towns of Ashburnham and Westminster.
|
E1261702
|
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–Westminster Regional School District | Statement: [Ashburnham, Massachusetts, schoolDistrict, Ashburnham–Westminster Regional School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashburnham–Westminster Regional School District Context triple: [Ashburnham, Massachusetts, schoolDistrict, Ashburnham–Westminster Regional School District]
-
A.
Hampshire Regional School District
Hampshire Regional School District is a public school district in western Massachusetts that serves Williamsburg and several neighboring rural communities.
-
B.
Berkshire Hills Regional School District
Berkshire Hills Regional School District is a public school district in western Massachusetts that serves several communities in the Berkshire County area.
-
C.
Essex Fells School District
Essex Fells School District is a small public school district in Essex Fells, New Jersey, serving local students in the early grade levels with a single elementary school.
-
D.
North Middlesex Regional School District
North Middlesex Regional School District is a public school district in north-central Massachusetts that serves students from several neighboring towns, including Pepperell.
-
E.
Hamilton-Wenham Regional School District
Hamilton-Wenham Regional School District is a public school district serving students from the neighboring towns of Hamilton and Wenham in Massachusetts.
- 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–Westminster Regional School District Triple: [Ashburnham, Massachusetts, schoolDistrict, Ashburnham–Westminster Regional School District]
Generated description
Ashburnham–Westminster Regional School District is a public school district in north-central Massachusetts that serves students from the towns of Ashburnham and Westminster.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ashburnham–Westminster Regional School District Target entity description: Ashburnham–Westminster Regional School District is a public school district in north-central Massachusetts that serves students from the towns of Ashburnham and Westminster.
-
A.
Hampshire Regional School District
Hampshire Regional School District is a public school district in western Massachusetts that serves Williamsburg and several neighboring rural communities.
-
B.
Berkshire Hills Regional School District
Berkshire Hills Regional School District is a public school district in western Massachusetts that serves several communities in the Berkshire County area.
-
C.
Essex Fells School District
Essex Fells School District is a small public school district in Essex Fells, New Jersey, serving local students in the early grade levels with a single elementary school.
-
D.
North Middlesex Regional School District
North Middlesex Regional School District is a public school district in north-central Massachusetts that serves students from several neighboring towns, including Pepperell.
-
E.
Hamilton-Wenham Regional School District
Hamilton-Wenham Regional School District is a public school district serving students from the neighboring towns of Hamilton and Wenham in Massachusetts.
- 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_69d886db32608190a61e18862c5a8af6 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e437875b208190bcf0df2ded546257 |
completed | April 19, 2026, 2:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0180d881ec81908e794143d355effe |
completed | May 11, 2026, 7:10 a.m. |
| NEDg | Description generation | batch_6a0185288b0c8190aa2122b40f2f5722 |
completed | May 11, 2026, 7:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0185bd6e0c8190be703e260c499b5e |
completed | May 11, 2026, 7:31 a.m. |
Created at: April 10, 2026, 5:40 a.m.