Triple
T10683977
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Essexville, Michigan |
E251827
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Essexville-Hampton Public Schools
Essexville-Hampton Public Schools is a public school district serving students in and around Essexville, Michigan.
|
E878951
|
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: Essexville-Hampton Public Schools | Statement: [Essexville, Michigan, hasSchoolDistrict, Essexville-Hampton Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Essexville-Hampton Public Schools Context triple: [Essexville, Michigan, hasSchoolDistrict, Essexville-Hampton Public Schools]
-
A.
Essex Elementary School
Essex Elementary School is a public primary school serving young students in the coastal town of Essex, 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.
Hampshire Elementary School
Hampshire Elementary School is a public primary school serving young students in the village of Hampshire, Illinois.
-
D.
Oxford Public Schools
Oxford Public Schools is the public school district that serves students in the town of Oxford, Massachusetts, providing K–12 education through its local schools.
-
E.
Exeter Township School District
Exeter Township School District is a public school district serving students in Exeter Township and surrounding communities in Berks County, Pennsylvania.
- 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: Essexville-Hampton Public Schools Triple: [Essexville, Michigan, hasSchoolDistrict, Essexville-Hampton Public Schools]
Generated description
Essexville-Hampton Public Schools is a public school district serving students in and around Essexville, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Essexville-Hampton Public Schools Target entity description: Essexville-Hampton Public Schools is a public school district serving students in and around Essexville, Michigan.
-
A.
Essex Elementary School
Essex Elementary School is a public primary school serving young students in the coastal town of Essex, 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.
Hampshire Elementary School
Hampshire Elementary School is a public primary school serving young students in the village of Hampshire, Illinois.
-
D.
Oxford Public Schools
Oxford Public Schools is the public school district that serves students in the town of Oxford, Massachusetts, providing K–12 education through its local schools.
-
E.
Exeter Township School District
Exeter Township School District is a public school district serving students in Exeter Township and surrounding communities in Berks County, Pennsylvania.
- 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_69d6aa5bd7c08190a816e733b4045c23 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6fcc5134c8190bcb1d96a32634c17 |
completed | April 9, 2026, 1:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d9888cf7b481909de6a4fecb48cf4b |
completed | April 10, 2026, 11:32 p.m. |
| NEDg | Description generation | batch_69d98aeb82988190a17b009c74279423 |
completed | April 10, 2026, 11:42 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d98c2aae048190b348e5614ff23f03 |
completed | April 10, 2026, 11:47 p.m. |
Created at: April 8, 2026, 9:10 p.m.