Triple
T9135627
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Berlin Heights, Ohio |
E219193
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Berlin-Milan Local School District
Berlin-Milan Local School District is a public school district serving students in and around Berlin Heights, Ohio.
|
E780614
|
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: Berlin-Milan Local School District | Statement: [Berlin Heights, Ohio, hasSchoolDistrict, Berlin-Milan Local School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berlin-Milan Local School District Context triple: [Berlin Heights, Ohio, hasSchoolDistrict, Berlin-Milan Local School District]
-
A.
Italy Independent School District
Italy Independent School District is a public school district serving students in the small rural community of Italy, Texas and its surrounding area.
-
B.
Cicero School District 99
Cicero School District 99 is a public school district serving elementary and middle school students in the town of Cicero, Illinois.
-
C.
Lake Zurich High School
Lake Zurich High School is a public secondary school serving students in the Lake Zurich area of Illinois.
-
D.
Bega High School
Bega High School is a secondary education institution serving students in the town of Bega, New South Wales, Australia.
-
E.
Hamburg Central School District
Hamburg Central School District is a public school district serving students in the suburban community of Hamburg, New York, near Buffalo.
- 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: Berlin-Milan Local School District Triple: [Berlin Heights, Ohio, hasSchoolDistrict, Berlin-Milan Local School District]
Generated description
Berlin-Milan Local School District is a public school district serving students in and around Berlin Heights, Ohio.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berlin-Milan Local School District Target entity description: Berlin-Milan Local School District is a public school district serving students in and around Berlin Heights, Ohio.
-
A.
Italy Independent School District
Italy Independent School District is a public school district serving students in the small rural community of Italy, Texas and its surrounding area.
-
B.
Cicero School District 99
Cicero School District 99 is a public school district serving elementary and middle school students in the town of Cicero, Illinois.
-
C.
Lake Zurich High School
Lake Zurich High School is a public secondary school serving students in the Lake Zurich area of Illinois.
-
D.
Bega High School
Bega High School is a secondary education institution serving students in the town of Bega, New South Wales, Australia.
-
E.
Hamburg Central School District
Hamburg Central School District is a public school district serving students in the suburban community of Hamburg, New York, near Buffalo.
- 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_69ca83e012288190a5771058adbaabd2 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8df68108190bb2df0583c5ad481 |
completed | April 1, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d047efc5e48190bc8c4a7e865faef9 |
completed | April 3, 2026, 11:06 p.m. |
| NEDg | Description generation | batch_69d04935d4e88190acb4d65a2dc2bc8a |
completed | April 3, 2026, 11:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d049e6c4cc81909e08b5aaed9a88dc |
completed | April 3, 2026, 11:14 p.m. |
Created at: March 30, 2026, 7:18 p.m.