Triple
T7213085
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amherst Regional High School |
E149457
|
entity |
| Predicate | schoolDistrict |
P226
|
FINISHED |
| Object |
Amherst-Pelham Regional School District
Amherst-Pelham Regional School District is a public school district in western Massachusetts that serves students from the towns of Amherst, Pelham, Leverett, and Shutesbury across multiple grade levels.
|
E649016
|
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: Amherst-Pelham Regional School District | Statement: [Amherst Regional High School, schoolDistrict, Amherst-Pelham Regional School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Amherst-Pelham Regional School District Context triple: [Amherst Regional High School, schoolDistrict, Amherst-Pelham Regional School District]
-
A.
Amherst Regional High School
Amherst Regional High School is a public secondary school serving students from Amherst and surrounding communities in western Massachusetts, known for its strong academics and diverse student body.
-
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.
Hoosac Valley Regional School District
Hoosac Valley Regional School District is a public school district serving students in Cheshire and surrounding communities in northwestern Massachusetts.
-
D.
Stoneham Public Schools
Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
-
E.
Farmington River Regional School District
Farmington River Regional School District is a small public school district in western Massachusetts that serves students from the rural towns of Otis and Sandisfield.
- 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: Amherst-Pelham Regional School District Triple: [Amherst Regional High School, schoolDistrict, Amherst-Pelham Regional School District]
Generated description
Amherst-Pelham Regional School District is a public school district in western Massachusetts that serves students from the towns of Amherst, Pelham, Leverett, and Shutesbury across multiple grade levels.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Amherst-Pelham Regional School District Target entity description: Amherst-Pelham Regional School District is a public school district in western Massachusetts that serves students from the towns of Amherst, Pelham, Leverett, and Shutesbury across multiple grade levels.
-
A.
Amherst Regional High School
Amherst Regional High School is a public secondary school serving students from Amherst and surrounding communities in western Massachusetts, known for its strong academics and diverse student body.
-
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.
Hoosac Valley Regional School District
Hoosac Valley Regional School District is a public school district serving students in Cheshire and surrounding communities in northwestern Massachusetts.
-
D.
Stoneham Public Schools
Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
-
E.
Farmington River Regional School District
Farmington River Regional School District is a small public school district in western Massachusetts that serves students from the rural towns of Otis and Sandisfield.
- 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_69c687eca814819095abb52316b1af80 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6e98b61448190add3624a818fdc7b |
completed | March 27, 2026, 8:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7bfcec3448190ab29c3742aa167ae |
completed | March 28, 2026, 11:47 a.m. |
| NEDg | Description generation | batch_69c7c05a1f548190914a9b2ba98cbef2 |
completed | March 28, 2026, 11:49 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7c0e6b508819093092e3516a9ec46 |
completed | March 28, 2026, 11:52 a.m. |
Created at: March 27, 2026, 2:53 p.m.