Triple
T18288794
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Middletown, California |
E438053
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Middletown Unified School District
Middletown Unified School District is a public school district serving students in and around the community of Middletown in Lake County, California.
|
E1316677
|
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 Unified School District | Statement: [Middletown, California, locatedIn, Middletown Unified School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Middletown Unified School District Context triple: [Middletown, California, locatedIn, Middletown Unified School District]
-
A.
Middletown City School District
Middletown City School District is a public school system serving students in the Middletown, Ohio area.
-
B.
Middletown City School District
Middletown City School District is a public school system serving students in the city of Middletown, New York.
-
C.
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.
-
D.
Middletown Township public schools
Middletown Township public schools are the local public educational institutions serving students in Middletown Township, Delaware County, Pennsylvania.
-
E.
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.
- 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 Unified School District Triple: [Middletown, California, locatedIn, Middletown Unified School District]
Generated description
Middletown Unified School District is a public school district serving students in and around the community of Middletown in Lake County, California.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Middletown Unified School District Target entity description: Middletown Unified School District is a public school district serving students in and around the community of Middletown in Lake County, California.
-
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 City School District
Middletown City School District is a public school system serving students in the Middletown, Ohio area.
-
C.
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.
-
D.
Middletown Township public schools
Middletown Township public schools are the local public educational institutions serving students in Middletown Township, Delaware County, Pennsylvania.
-
E.
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.
- 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_69d8b914530c8190b4474d862a2b2a1b |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e500fc49b88190bd5b562e0a959e9d |
completed | April 19, 2026, 4:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03bb5612448190a72548b7dd7c3dc7 |
completed | May 12, 2026, 11:44 p.m. |
| NEDg | Description generation | batch_6a03bbfa0da481908bb0e388dcbe9913 |
completed | May 12, 2026, 11:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03bd6078b88190887a32099fc31db0 |
completed | May 12, 2026, 11:53 p.m. |
Created at: April 10, 2026, 10:35 a.m.