Triple
T18383760
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oxford, Ohio |
E446523
|
entity |
| Predicate | hasPublicSchoolDistrict |
P226
|
FINISHED |
| Object |
Talawanda School District
Talawanda School District is a public school district serving students in and around Oxford, Ohio, including the local community associated with Miami University.
|
E1320913
|
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: Talawanda School District | Statement: [Oxford, Ohio, hasPublicSchoolDistrict, Talawanda School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Talawanda School District Context triple: [Oxford, Ohio, hasPublicSchoolDistrict, Talawanda School District]
-
A.
Etiwanda School District
Etiwanda School District is a public school district serving elementary and middle school students in the Rancho Cucamonga area of Southern California.
-
B.
Avondale School District
Avondale School District is a public school district in Michigan serving students from Bloomfield Township and surrounding communities.
-
C.
Towanda Area School District
Towanda Area School District is a public school district serving students in and around the Towanda community in rural Bradford County, Pennsylvania.
-
D.
Rockwood School District
Rockwood School District is a large public school system in the western suburbs of St. Louis, Missouri, known for its high academic performance and comprehensive educational programs.
-
E.
Taylor School District
Taylor School District is a public school district based in Taylor, Michigan, that provides K–12 education to students in Taylor and parts of nearby communities such as Inkster.
- 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: Talawanda School District Triple: [Oxford, Ohio, hasPublicSchoolDistrict, Talawanda School District]
Generated description
Talawanda School District is a public school district serving students in and around Oxford, Ohio, including the local community associated with Miami University.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Talawanda School District Target entity description: Talawanda School District is a public school district serving students in and around Oxford, Ohio, including the local community associated with Miami University.
-
A.
Etiwanda School District
Etiwanda School District is a public school district serving elementary and middle school students in the Rancho Cucamonga area of Southern California.
-
B.
Avondale School District
Avondale School District is a public school district in Michigan serving students from Bloomfield Township and surrounding communities.
-
C.
Towanda Area School District
Towanda Area School District is a public school district serving students in and around the Towanda community in rural Bradford County, Pennsylvania.
-
D.
Rockwood School District
Rockwood School District is a large public school system in the western suburbs of St. Louis, Missouri, known for its high academic performance and comprehensive educational programs.
-
E.
Taylor School District
Taylor School District is a public school district based in Taylor, Michigan, that provides K–12 education to students in Taylor and parts of nearby communities such as Inkster.
- 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_69d8b9f370b88190b1e5081c2c238e7f |
completed | April 10, 2026, 8:50 a.m. |
| NER | Named-entity recognition | batch_69e5179da1048190944398e229e7a4c1 |
completed | April 19, 2026, 5:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03d784b3008190b84905ed433d846d |
completed | May 13, 2026, 1:44 a.m. |
| NEDg | Description generation | batch_6a03d8512d4c8190b113f7ed1f8a044c |
completed | May 13, 2026, 1:48 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03d8d863cc819098b46d5d26db05cd |
completed | May 13, 2026, 1:50 a.m. |
Created at: April 10, 2026, 10:45 a.m.