Triple
T18046122
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Algoma Township, Michigan |
E431776
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Cedar Springs Public Schools
Cedar Springs Public Schools is a public school district in Michigan that serves students in and around Algoma Township and the Cedar Springs area.
|
E1302310
|
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: Cedar Springs Public Schools | Statement: [Algoma Township, Michigan, hasSchoolDistrict, Cedar Springs Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cedar Springs Public Schools Context triple: [Algoma Township, Michigan, hasSchoolDistrict, Cedar Springs Public Schools]
-
A.
Lansing School District
Lansing School District is a public school district serving students in and around Lansing, Michigan, operating multiple elementary, middle, and high schools.
-
B.
Lansing Central School District
Lansing Central School District is a public school district serving the educational needs of students in and around the town of Lansing in Tompkins County, New York.
-
C.
Grand Rapids Public Schools
Grand Rapids Public Schools is a public school district in Michigan that serves students in the Grand Rapids area and surrounding communities.
-
D.
Chippewa Valley Schools
Chippewa Valley Schools is a public school district in Michigan that provides K–12 education to students in Clinton Township and surrounding communities.
-
E.
Harper Woods School District
Harper Woods School District is the public school system serving students in the city of Harper Woods, Michigan.
- 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: Cedar Springs Public Schools Triple: [Algoma Township, Michigan, hasSchoolDistrict, Cedar Springs Public Schools]
Generated description
Cedar Springs Public Schools is a public school district in Michigan that serves students in and around Algoma Township and the Cedar Springs area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cedar Springs Public Schools Target entity description: Cedar Springs Public Schools is a public school district in Michigan that serves students in and around Algoma Township and the Cedar Springs area.
-
A.
Lansing School District
Lansing School District is a public school district serving students in and around Lansing, Michigan, operating multiple elementary, middle, and high schools.
-
B.
Lansing Central School District
Lansing Central School District is a public school district serving the educational needs of students in and around the town of Lansing in Tompkins County, New York.
-
C.
Grand Rapids Public Schools
Grand Rapids Public Schools is a public school district in Michigan that serves students in the Grand Rapids area and surrounding communities.
-
D.
Chippewa Valley Schools
Chippewa Valley Schools is a public school district in Michigan that provides K–12 education to students in Clinton Township and surrounding communities.
-
E.
Harper Woods School District
Harper Woods School District is the public school system serving students in the city of Harper Woods, Michigan.
- 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_69d8b906482481908183315b9ecf9994 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4bff202088190ae971879348e2294 |
completed | April 19, 2026, 11:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0349bb99508190ba6b1f8e4ac2b599 |
completed | May 12, 2026, 3:39 p.m. |
| NEDg | Description generation | batch_6a034b4fd4fc8190bd75aa51a8f3d2d4 |
completed | May 12, 2026, 3:46 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a034bc081d08190aa29065fdaecc5b2 |
completed | May 12, 2026, 3:48 p.m. |
Created at: April 10, 2026, 10:25 a.m.