Triple
T13720160
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Williston, Vermont |
E329008
|
entity |
| Predicate | servedBySchoolDistrict |
P226
|
FINISHED |
| Object |
Champlain Valley School District
Champlain Valley School District is a public school district in northwestern Vermont that oversees the education of students in Williston and several neighboring communities.
|
E1056956
|
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: Champlain Valley School District | Statement: [Williston, Vermont, servedBySchoolDistrict, Champlain Valley School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Champlain Valley School District Context triple: [Williston, Vermont, servedBySchoolDistrict, Champlain Valley School District]
-
A.
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.
-
B.
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.
-
C.
Wachusett Regional School District
Wachusett Regional School District is a public school system in central Massachusetts that serves multiple towns, including Holden, through a network of elementary, middle, and high schools.
-
D.
Pioneer Valley Regional School District
Pioneer Valley Regional School District is a public school district in northwestern Massachusetts that serves students from several small rural communities, including Gill.
-
E.
Athol-Royalston Regional School District
Athol-Royalston Regional School District is a public school district serving students in the towns of Athol and Royalston in north-central 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: Champlain Valley School District Triple: [Williston, Vermont, servedBySchoolDistrict, Champlain Valley School District]
Generated description
Champlain Valley School District is a public school district in northwestern Vermont that oversees the education of students in Williston and several neighboring communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Champlain Valley School District Target entity description: Champlain Valley School District is a public school district in northwestern Vermont that oversees the education of students in Williston and several neighboring communities.
-
A.
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.
-
B.
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.
-
C.
Wachusett Regional School District
Wachusett Regional School District is a public school system in central Massachusetts that serves multiple towns, including Holden, through a network of elementary, middle, and high schools.
-
D.
Pioneer Valley Regional School District
Pioneer Valley Regional School District is a public school district in northwestern Massachusetts that serves students from several small rural communities, including Gill.
-
E.
Athol-Royalston Regional School District
Athol-Royalston Regional School District is a public school district serving students in the towns of Athol and Royalston in north-central 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_69d80770b9bc81909f70c8c317d53cff |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dd439a121c81908cae964e7756274c |
completed | April 13, 2026, 7:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f79d5c4f848190993f829824eabbef |
completed | May 3, 2026, 7:09 p.m. |
| NEDg | Description generation | batch_69f79e77b5e88190a85f4061c8abb8a4 |
completed | May 3, 2026, 7:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f79fa5249481909b2c046ed9801371 |
completed | May 3, 2026, 7:19 p.m. |
Created at: April 9, 2026, 9:55 p.m.