Triple
T24148798
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Northborough, Massachusetts |
E598467
|
entity |
| Predicate | hasRegionalSchoolDistrict |
P85311
|
FINISHED |
| Object |
Northborough-Southborough Regional School District
Northborough-Southborough Regional School District is a public school district that jointly serves students from the neighboring Massachusetts towns of Northborough and Southborough, primarily at the middle and high school levels.
|
E1627658
|
NE FINISHED |
How this triple was built (3 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: Northborough-Southborough Regional School District | Statement: [Northborough, Massachusetts, hasRegionalSchoolDistrict, Northborough-Southborough Regional School District]
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: Northborough-Southborough Regional School District Triple: [Northborough, Massachusetts, hasRegionalSchoolDistrict, Northborough-Southborough Regional School District]
Generated description
Northborough-Southborough Regional School District is a public school district that jointly serves students from the neighboring Massachusetts towns of Northborough and Southborough, primarily at the middle and high school levels.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasRegionalSchoolDistrict Context triple: [Northborough, Massachusetts, hasRegionalSchoolDistrict, Northborough-Southborough Regional School District]
-
A.
hasSchoolDistricts
chosen
Indicates that one entity administers, contains, or is associated with one or more school districts.
-
B.
hasRegionalSchool
Indicates that an entity has an associated school that serves or operates within a specific geographic region.
-
C.
sharesRegionalSchoolDistrictWith
Indicates that two entities are part of, or served by, the same regional school district.
-
D.
schoolDistrict
Indicates that one entity is a school district that administers, oversees, or serves the other entity (such as a school or geographic area).
-
E.
hasHighSchoolSendingDistrict
Indicates that one school district serves as the designated high school destination for students coming from another (typically non-high-school) sending district.
- 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_69e288c9e488819093dd1acd91b08b8a |
completed | April 17, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69f1e00d252c8190a02bec29189baad0 |
completed | April 29, 2026, 10:40 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0fc9a489e8819088579c8423725b8e |
completed | May 22, 2026, 3:12 a.m. |
| NEDg | Description generation | batch_6a0fcb0d718c81909c02cea23a2bffdc |
completed | May 22, 2026, 3:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0fcbe6adc8819094c7d659d5ee63e3 |
completed | May 22, 2026, 3:22 a.m. |
| PD | Predicate disambiguation | batch_69f1765650fc8190a6bc1eb512b240bf |
completed | April 29, 2026, 3:09 a.m. |
Created at: April 17, 2026, 11:30 p.m.