Triple
T7892117
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamilton, Massachusetts |
E183260
|
entity |
| Predicate | regionalSchoolDistrict |
P226
|
FINISHED |
| Object |
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.
|
E704353
|
NE FINISHED |
How this triple was built (5 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: Hamilton-Wenham Regional School District | Statement: [Hamilton, Massachusetts, regionalSchoolDistrict, Hamilton-Wenham Regional School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hamilton-Wenham Regional School District Context triple: [Hamilton, Massachusetts, regionalSchoolDistrict, Hamilton-Wenham Regional School District]
-
A.
Hamilton-Wenham Regional High School
Hamilton-Wenham Regional High School is a public secondary school serving students from the towns of Hamilton and Wenham in Massachusetts.
-
B.
Windham School District
Windham School District is the public school system serving the town of Windham in southern New Hampshire.
-
C.
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.
-
D.
Merrimack School District
Merrimack School District is the public school system serving students in the town of Merrimack, New Hampshire.
-
E.
Stoneham Public Schools
Stoneham Public Schools is the public school district that serves students in the town of Stoneham, 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: Hamilton-Wenham Regional School District Triple: [Hamilton, Massachusetts, regionalSchoolDistrict, Hamilton-Wenham Regional School District]
Generated description
Hamilton-Wenham Regional School District is a public school district serving students from the neighboring towns of Hamilton and Wenham in Massachusetts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hamilton-Wenham Regional School District Target entity description: Hamilton-Wenham Regional School District is a public school district serving students from the neighboring towns of Hamilton and Wenham in Massachusetts.
-
A.
Hamilton-Wenham Regional High School
Hamilton-Wenham Regional High School is a public secondary school serving students from the towns of Hamilton and Wenham in Massachusetts.
-
B.
Windham School District
Windham School District is the public school system serving the town of Windham in southern New Hampshire.
-
C.
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.
-
D.
Merrimack School District
Merrimack School District is the public school system serving students in the town of Merrimack, New Hampshire.
-
E.
Stoneham Public Schools
Stoneham Public Schools is the public school district that serves students in the town of Stoneham, Massachusetts.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: regionalSchoolDistrict Context triple: [Hamilton, Massachusetts, regionalSchoolDistrict, Hamilton-Wenham Regional School District]
-
A.
schoolDistrict
chosen
Indicates that one entity is a school district that administers, oversees, or serves the other entity (such as a school or geographic area).
-
B.
sharesRegionalSchoolDistrictWith
Indicates that two entities are part of, or served by, the same regional school district.
-
C.
schoolBoardDistricts
Indicates the specific school board district that has jurisdiction over or is associated with an entity.
-
D.
schoolDistrictNumber
Indicates the specific numerical identifier assigned to the school district with which an entity is associated.
-
E.
typeOfSchoolDistrict
Indicates the classification or category of a school district, specifying what kind of school district it is.
- F. None of above.
Provenance (6 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_69ca828c474c8190a254d6499871eaff |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb39fef2e48190a6282c217c33c57a |
completed | March 31, 2026, 3:05 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cbdfc1b05481908af081f54bb1914d |
completed | March 31, 2026, 2:52 p.m. |
| NEDg | Description generation | batch_69cbe4383d0c819085e7c95e7b0be16e |
completed | March 31, 2026, 3:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc34a83cec81908aba7afbaea53449 |
completed | March 31, 2026, 8:55 p.m. |
| PD | Predicate disambiguation | batch_69cae92b0cd881908e715a10d3252e83 |
completed | March 30, 2026, 9:20 p.m. |
Created at: March 30, 2026, 5 p.m.