Triple
T7854572
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middletown, Ohio |
E182140
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Middletown City School District
Middletown City School District is a public school system serving students in the Middletown, Ohio area.
|
E700065
|
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: Middletown City School District | Statement: [Middletown, Ohio, hasEducationalInstitution, Middletown City School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middletown City School District Context triple: [Middletown, Ohio, hasEducationalInstitution, Middletown City School District]
-
A.
Middletown City School District
Middletown City School District is a public school system serving students in the city of Middletown, New York.
-
B.
Middletown Township Public School District
Middletown Township Public School District is a public education system serving students in Middletown Township, New Jersey, through multiple elementary, middle, and high schools.
-
C.
Middletown High School
Middletown High School is a public secondary school in Middletown, Ohio, best known as the alma mater of author and politician J. D. Vance.
-
D.
Middletown High School
Middletown High School is a public secondary school serving students in the town of Middletown and the surrounding area in Delaware.
-
E.
Norwalk City School District
Norwalk City School District is a public school district serving the educational needs of students in and around Norwalk, Ohio.
- 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: Middletown City School District Triple: [Middletown, Ohio, hasEducationalInstitution, Middletown City School District]
Generated description
Middletown City School District is a public school system serving students in the Middletown, Ohio area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middletown City School District Target entity description: Middletown City School District is a public school system serving students in the Middletown, Ohio area.
-
A.
Middletown City School District
Middletown City School District is a public school system serving students in the city of Middletown, New York.
-
B.
Middletown Township Public School District
Middletown Township Public School District is a public education system serving students in Middletown Township, New Jersey, through multiple elementary, middle, and high schools.
-
C.
Middletown High School
Middletown High School is a public secondary school in Middletown, Ohio, best known as the alma mater of author and politician J. D. Vance.
-
D.
Middletown High School
Middletown High School is a public secondary school serving students in the town of Middletown and the surrounding area in Delaware.
-
E.
Norwalk City School District
Norwalk City School District is a public school district serving the educational needs of students in and around Norwalk, Ohio.
- 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_69ca82869ee08190b8f9040dbc2c0467 |
completed | March 30, 2026, 2:02 p.m. |
| NER | Named-entity recognition | batch_69cb1a72cfdc8190a3186c4c2894f571 |
completed | March 31, 2026, 12:50 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cb5b27e9b081909a0574458ddf43b0 |
completed | March 31, 2026, 5:27 a.m. |
| NEDg | Description generation | batch_69cb762eab0881909c5035b3086dfdd9 |
completed | March 31, 2026, 7:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cbb801cc0c8190864d28e199eb5e67 |
completed | March 31, 2026, 12:03 p.m. |
Created at: March 30, 2026, 4:51 p.m.