Triple
T12967926
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Chelsea, Michigan |
E321314
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Chelsea School District
Chelsea School District is a public school district serving students in and around the city of Chelsea in southeastern Michigan.
|
E1013546
|
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: Chelsea School District | Statement: [Chelsea, Michigan, hasSchoolDistrict, Chelsea School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Chelsea School District Context triple: [Chelsea, Michigan, hasSchoolDistrict, Chelsea School District]
-
A.
Clinton School District
Clinton School District is a public school district serving students in and around the city of Clinton in Henry County, Missouri.
-
B.
Clinton Public School District
Clinton Public School District is a public school system serving students in the city of Clinton, Mississippi, providing K–12 education through multiple schools.
-
C.
Davis School District
Davis School District is a public school district in northern Utah that serves students in communities including Layton and surrounding areas of Davis County.
-
D.
Chelsea Public Schools
Chelsea Public Schools is the public school district serving students in the city of Chelsea, Massachusetts.
-
E.
Bow School District
Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
- 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: Chelsea School District Triple: [Chelsea, Michigan, hasSchoolDistrict, Chelsea School District]
Generated description
Chelsea School District is a public school district serving students in and around the city of Chelsea in southeastern Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Chelsea School District Target entity description: Chelsea School District is a public school district serving students in and around the city of Chelsea in southeastern Michigan.
-
A.
Clinton School District
Clinton School District is a public school district serving students in and around the city of Clinton in Henry County, Missouri.
-
B.
Clinton Public School District
Clinton Public School District is a public school system serving students in the city of Clinton, Mississippi, providing K–12 education through multiple schools.
-
C.
Davis School District
Davis School District is a public school district in northern Utah that serves students in communities including Layton and surrounding areas of Davis County.
-
D.
Chelsea Public Schools
Chelsea Public Schools is the public school district serving students in the city of Chelsea, Massachusetts.
-
E.
Bow School District
Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
- 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_69d80763bd6c819094437da5b20b01d2 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d97e3f702481908f0f90f4f12d3f4d |
completed | April 10, 2026, 10:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6b8e4e1a48190b8f7253717746295 |
completed | May 3, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69f6b9db8164819086a3a27692d681d5 |
completed | May 3, 2026, 2:58 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6bb03d8d88190930edd0f49fec8aa |
completed | May 3, 2026, 3:03 a.m. |
Created at: April 9, 2026, 8:31 p.m.