Triple
T16045554
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grand Blanc, Michigan |
E389208
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Grand Blanc Community Schools
Grand Blanc Community Schools is a public school district serving students in the Grand Blanc, Michigan area.
|
E1191244
|
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: Grand Blanc Community Schools | Statement: [Grand Blanc, Michigan, hasSchoolDistrict, Grand Blanc Community Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grand Blanc Community Schools Context triple: [Grand Blanc, Michigan, hasSchoolDistrict, Grand Blanc Community Schools]
-
A.
Grosse Ile Township Schools
Grosse Ile Township Schools is the public school district serving students in Grosse Ile Township, Michigan.
-
B.
Bloomfield Hills Schools
Bloomfield Hills Schools is a public school district serving the Bloomfield Hills and Bloomfield Township area in suburban Oakland County, Michigan, known for its high academic standards and affluent community.
-
C.
Dearborn Public Schools
Dearborn Public Schools is a public school district serving the city of Dearborn, Michigan, and surrounding communities with K–12 educational services.
-
D.
Sterling Heights High School
Sterling Heights High School is a public secondary school located in Sterling Heights, Michigan, serving students in grades 9–12.
-
E.
Livonia Public Schools
Livonia Public Schools is a public school district serving students in the city of Livonia and surrounding areas in 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: Grand Blanc Community Schools Triple: [Grand Blanc, Michigan, hasSchoolDistrict, Grand Blanc Community Schools]
Generated description
Grand Blanc Community Schools is a public school district serving students in the Grand Blanc, Michigan area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grand Blanc Community Schools Target entity description: Grand Blanc Community Schools is a public school district serving students in the Grand Blanc, Michigan area.
-
A.
Grosse Ile Township Schools
Grosse Ile Township Schools is the public school district serving students in Grosse Ile Township, Michigan.
-
B.
Bloomfield Hills Schools
Bloomfield Hills Schools is a public school district serving the Bloomfield Hills and Bloomfield Township area in suburban Oakland County, Michigan, known for its high academic standards and affluent community.
-
C.
Dearborn Public Schools
Dearborn Public Schools is a public school district serving the city of Dearborn, Michigan, and surrounding communities with K–12 educational services.
-
D.
Sterling Heights High School
Sterling Heights High School is a public secondary school located in Sterling Heights, Michigan, serving students in grades 9–12.
-
E.
Livonia Public Schools
Livonia Public Schools is a public school district serving students in the city of Livonia and surrounding areas in 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_69d86dae698881908327ef2d67706cb9 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1835dd9a0819087e362cf5770232a |
completed | April 17, 2026, 12:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffdbdbcf248190b7122d61d857e806 |
completed | May 10, 2026, 1:14 a.m. |
| NEDg | Description generation | batch_69ffdcdb551c8190b367407b749314e8 |
completed | May 10, 2026, 1:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffddbfaf088190a644e7898f995c1d |
completed | May 10, 2026, 1:22 a.m. |
Created at: April 10, 2026, 4:56 a.m.