Triple
T4714716
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pepperell, Massachusetts |
E104604
|
entity |
| Predicate | schoolDistrict |
P226
|
FINISHED |
| Object |
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.
|
E463434
|
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: North Middlesex Regional School District | Statement: [Pepperell, Massachusetts, schoolDistrict, North Middlesex Regional School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: North Middlesex Regional School District Context triple: [Pepperell, Massachusetts, schoolDistrict, North Middlesex Regional School District]
-
A.
Manchester Essex Regional School District
Manchester Essex Regional School District is a public school district serving the coastal Massachusetts towns of Manchester-by-the-Sea and Essex.
-
B.
Middlesex Borough Public Schools
Middlesex Borough Public Schools is the public school district that serves students in kindergarten through twelfth grade in Middlesex Borough, New Jersey.
-
C.
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.
-
D.
Hillsborough Township School District
Hillsborough Township School District is a public school system serving students in pre-kindergarten through high school in Hillsborough Township, New Jersey.
-
E.
Acton-Boxborough Regional School District
Acton-Boxborough Regional School District is a public school district serving the towns of Acton and Boxborough in Massachusetts, known for its strong academic performance and comprehensive K–12 education programs.
- 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: North Middlesex Regional School District Triple: [Pepperell, Massachusetts, schoolDistrict, North Middlesex Regional School District]
Generated description
North Middlesex Regional School District is a public school district in north-central Massachusetts that serves students from several neighboring towns, including Pepperell.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: North Middlesex Regional School District Target entity description: North Middlesex Regional School District is a public school district in north-central Massachusetts that serves students from several neighboring towns, including Pepperell.
-
A.
Manchester Essex Regional School District
Manchester Essex Regional School District is a public school district serving the coastal Massachusetts towns of Manchester-by-the-Sea and Essex.
-
B.
Middlesex Borough Public Schools
Middlesex Borough Public Schools is the public school district that serves students in kindergarten through twelfth grade in Middlesex Borough, New Jersey.
-
C.
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.
-
D.
Hillsborough Township School District
Hillsborough Township School District is a public school system serving students in pre-kindergarten through high school in Hillsborough Township, New Jersey.
-
E.
Acton-Boxborough Regional School District
Acton-Boxborough Regional School District is a public school district serving the towns of Acton and Boxborough in Massachusetts, known for its strong academic performance and comprehensive K–12 education programs.
- 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_69bd43ec4a348190bc41afae43375e71 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6408dc5c8190a8d6b1c1a3eba2df |
completed | March 20, 2026, 3:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be108002e08190b13856f2af135bfc |
completed | March 21, 2026, 3:29 a.m. |
| NEDg | Description generation | batch_69be1196fcb08190a151b31204045fa4 |
completed | March 21, 2026, 3:33 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be121448ec8190a29f6d78049002df |
completed | March 21, 2026, 3:35 a.m. |
Created at: March 20, 2026, 1:18 p.m.