Triple
T12648701
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waterford Township, Michigan |
E302097
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Waterford School District
Waterford School District is a public school system serving students in and around Waterford Township in Oakland County, Michigan.
|
E997960
|
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: Waterford School District | Statement: [Waterford Township, Michigan, hasSchoolDistrict, Waterford School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Waterford School District Context triple: [Waterford Township, Michigan, hasSchoolDistrict, Waterford School District]
-
A.
Waterford Unified School District
Waterford Unified School District is a public school district that serves students in the Waterford area, providing K–12 education through its local schools.
-
B.
Greenfield Union School District
Greenfield Union School District is a public school district serving students in the city of Greenfield in Monterey County, California.
-
C.
Bow School District
Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
-
D.
Kent School District
Kent School District is a public school district serving students in Kent and surrounding communities in the Seattle metropolitan area of Washington state.
-
E.
Rutherford School District
Rutherford School District is a public school district that serves students in the borough of Rutherford in Bergen County, New Jersey.
- 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: Waterford School District Triple: [Waterford Township, Michigan, hasSchoolDistrict, Waterford School District]
Generated description
Waterford School District is a public school system serving students in and around Waterford Township in Oakland County, Michigan.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Waterford School District Target entity description: Waterford School District is a public school system serving students in and around Waterford Township in Oakland County, Michigan.
-
A.
Waterford Unified School District
Waterford Unified School District is a public school district that serves students in the Waterford area, providing K–12 education through its local schools.
-
B.
Greenfield Union School District
Greenfield Union School District is a public school district serving students in the city of Greenfield in Monterey County, California.
-
C.
Bow School District
Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
-
D.
Kent School District
Kent School District is a public school district serving students in Kent and surrounding communities in the Seattle metropolitan area of Washington state.
-
E.
Rutherford School District
Rutherford School District is a public school district that serves students in the borough of Rutherford in Bergen County, New Jersey.
- 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_69d7bdec9f9c8190b4bac675b7588211 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9615cf6f48190bd0983cf7465ab15 |
completed | April 10, 2026, 8:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6719a45d881908dd895836a225781 |
completed | May 2, 2026, 9:50 p.m. |
| NEDg | Description generation | batch_69f6751f79148190a1735abf489fd106 |
completed | May 2, 2026, 10:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f675d17c9c8190853fe3001944a7d3 |
completed | May 2, 2026, 10:08 p.m. |
Created at: April 9, 2026, 5:18 p.m.