Triple
T2527653
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Southfield |
E56075
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Berkley School District
Berkley School District is a public school district in Michigan that serves students in the Berkley area and parts of nearby communities such as Southfield.
|
E274685
|
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: Berkley School District | Statement: [Southfield, hasSchoolDistrict, Berkley School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berkley School District Context triple: [Southfield, hasSchoolDistrict, Berkley School District]
-
A.
Bow School District
Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
-
B.
Hawthorne School District
Hawthorne School District is a public school district serving students in the city of Hawthorne in Los Angeles County, California.
-
C.
Burlingame School District
Burlingame School District is a public school district serving elementary and middle school students in the city of Burlingame, California.
-
D.
Issaquah School District
Issaquah School District is a public school district serving students in Issaquah and surrounding communities in Washington State.
-
E.
Millbrae School District
Millbrae School District is a public school district in Millbrae, California, responsible for providing K–8 education to students in the local community.
- 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: Berkley School District Triple: [Southfield, hasSchoolDistrict, Berkley School District]
Generated description
Berkley School District is a public school district in Michigan that serves students in the Berkley area and parts of nearby communities such as Southfield.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berkley School District Target entity description: Berkley School District is a public school district in Michigan that serves students in the Berkley area and parts of nearby communities such as Southfield.
-
A.
Bow School District
Bow School District is the public school system serving the town of Bow in Merrimack County, New Hampshire.
-
B.
Hawthorne School District
Hawthorne School District is a public school district serving students in the city of Hawthorne in Los Angeles County, California.
-
C.
Burlingame School District
Burlingame School District is a public school district serving elementary and middle school students in the city of Burlingame, California.
-
D.
Issaquah School District
Issaquah School District is a public school district serving students in Issaquah and surrounding communities in Washington State.
-
E.
Millbrae School District
Millbrae School District is a public school district in Millbrae, California, responsible for providing K–8 education to students in the local community.
- 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_69ab4a48e4f081908f1218d244608659 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd257ea908190a010c0b785853546 |
completed | March 7, 2026, 7:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af2bb3b55c81909e72ed055887ecca |
completed | March 9, 2026, 8:21 p.m. |
| NEDg | Description generation | batch_69af41aa199c8190b4478a93c41ae18a |
completed | March 9, 2026, 9:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af4277601c8190b55d5c5504dcd0ab |
completed | March 9, 2026, 9:58 p.m. |
Created at: March 6, 2026, 9:46 p.m.