Triple
T21290858
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Williamston, Michigan |
E524783
|
entity |
| Predicate | schoolDistrict |
P226
|
FINISHED |
| Object | Williamston Community Schools |
—
|
NE NERFINISHED |
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: Williamston Community Schools | Statement: [Williamston, Michigan, schoolDistrict, Williamston Community Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Williamston Community Schools Context triple: [Williamston, Michigan, schoolDistrict, Williamston Community Schools]
-
A.
Winton School District
Winton School District is a local public school district serving students in the community of Winton in Merced County, California.
-
B.
Johnston Community School District
Johnston Community School District is a public school district serving students in and around the city of Johnston in the Des Moines metropolitan area of central Iowa.
-
C.
Wynne School District
Wynne School District is a public school district in eastern Arkansas that provides K–12 education to students in and around the city of Wynne.
-
D.
Marion School District
Marion School District is a public school system serving students in and around the city of Marion in eastern Arkansas.
-
E.
Willamina School District
Willamina School District is the public school district serving students in and around the small city of Willamina in western Oregon.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Williamston Community Schools Target entity description: Williamston Community Schools is a public school district serving students in the Williamston, Michigan area with K–12 educational programs.
-
A.
Winton School District
Winton School District is a local public school district serving students in the community of Winton in Merced County, California.
-
B.
Johnston Community School District
Johnston Community School District is a public school district serving students in and around the city of Johnston in the Des Moines metropolitan area of central Iowa.
-
C.
Wynne School District
Wynne School District is a public school district in eastern Arkansas that provides K–12 education to students in and around the city of Wynne.
-
D.
Marion School District
Marion School District is a public school system serving students in and around the city of Marion in eastern Arkansas.
-
E.
Willamina School District
Willamina School District is the public school district serving students in and around the small city of Willamina in western Oregon.
- F. None of above. chosen
Provenance (2 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_69e0b5171f6c8190a5d57201ede73811 |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e736da28648190ae3f63c6ba1f6d6f |
completed | April 21, 2026, 8:35 a.m. |
Created at: April 16, 2026, 4:04 p.m.