Triple
T20883576
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Willmar, Minnesota |
E514212
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Willmar Public Schools
Willmar Public Schools is the public school district serving students in the city of Willmar and surrounding areas in west-central Minnesota.
|
E1455243
|
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: Willmar Public Schools | Statement: [Willmar, Minnesota, hasSchoolDistrict, Willmar Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Willmar Public Schools Context triple: [Willmar, Minnesota, hasSchoolDistrict, Willmar Public Schools]
-
A.
Willamina School District
Willamina School District is the public school district serving students in and around the small city of Willamina in western Oregon.
-
B.
Linn-Mar Community School District
Linn-Mar Community School District is a public school district serving students in Marion and surrounding areas in eastern Iowa.
-
C.
Bismarck Public Schools
Bismarck Public Schools is the main public school district serving the city of Bismarck, North Dakota, overseeing multiple elementary, middle, and high schools in the area.
-
D.
Schleswig Community School District
Schleswig Community School District is a public school district serving the educational needs of students in and around the community of Schleswig in western Iowa.
-
E.
Brandon Valley School District
Brandon Valley School District is a public school district serving students in Brandon and surrounding communities in eastern South Dakota.
- 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: Willmar Public Schools Triple: [Willmar, Minnesota, hasSchoolDistrict, Willmar Public Schools]
Generated description
Willmar Public Schools is the public school district serving students in the city of Willmar and surrounding areas in west-central Minnesota.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Willmar Public Schools Target entity description: Willmar Public Schools is the public school district serving students in the city of Willmar and surrounding areas in west-central Minnesota.
-
A.
Willamina School District
Willamina School District is the public school district serving students in and around the small city of Willamina in western Oregon.
-
B.
Linn-Mar Community School District
Linn-Mar Community School District is a public school district serving students in Marion and surrounding areas in eastern Iowa.
-
C.
Bismarck Public Schools
Bismarck Public Schools is the main public school district serving the city of Bismarck, North Dakota, overseeing multiple elementary, middle, and high schools in the area.
-
D.
Schleswig Community School District
Schleswig Community School District is a public school district serving the educational needs of students in and around the community of Schleswig in western Iowa.
-
E.
Brandon Valley School District
Brandon Valley School District is a public school district serving students in Brandon and surrounding communities in eastern South Dakota.
- 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_69e0b4f733f081908a401c0b7beb0b9f |
completed | April 16, 2026, 10:07 a.m. |
| NER | Named-entity recognition | batch_69e6c67b03088190be7cbcde8c59509a |
completed | April 21, 2026, 12:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0913a67fec819093ea6b8388f983f0 |
completed | May 17, 2026, 1:02 a.m. |
| NEDg | Description generation | batch_6a0914d5ffb081909f7eca2593de8a10 |
completed | May 17, 2026, 1:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0915665ec081909695a6c4aba50dbc |
completed | May 17, 2026, 1:09 a.m. |
Created at: April 16, 2026, 12:46 p.m.