Triple
T13441467
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bethlehem Central School District |
E320370
|
entity |
| Predicate | operates |
P24
|
FINISHED |
| Object |
Bethlehem Central Middle School
Bethlehem Central Middle School is a public middle school in New York serving students in the Bethlehem Central School District with a comprehensive academic and extracurricular program.
|
E320370
|
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: Bethlehem Central Middle School | Statement: [Bethlehem Central School District, operates, Bethlehem Central Middle School]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bethlehem Central Middle School Context triple: [Bethlehem Central School District, operates, Bethlehem Central Middle School]
-
A.
Bethlehem Central School District
Bethlehem Central School District is a public school district serving students in the suburban community of Bethlehem, New York, near Albany.
-
B.
Bethel Middle School
Bethel Middle School is a public middle school serving students in the town of Bethel, Connecticut.
-
C.
Rehobeth Middle School
Rehobeth Middle School is a public middle school serving students in the small rural community of Rehobeth, Alabama.
-
D.
Belmont Middle School
Belmont Middle School is a public middle school in Belmont, Massachusetts, serving local students in the intermediate grades as part of the town’s public school system.
-
E.
Mount Carmel High School
Mount Carmel High School is a private Catholic college-preparatory high school in Chicago, Illinois, known for its strong athletic programs and notable alumni including NFL quarterback Donovan McNabb.
- 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: Bethlehem Central Middle School Triple: [Bethlehem Central School District, operates, Bethlehem Central Middle School]
Generated description
Bethlehem Central Middle School is a public middle school in New York serving students in the Bethlehem Central School District with a comprehensive academic and extracurricular program.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bethlehem Central Middle School Target entity description: Bethlehem Central Middle School is a public middle school in New York serving students in the Bethlehem Central School District with a comprehensive academic and extracurricular program.
-
A.
Bethlehem Central School District
chosen
Bethlehem Central School District is a public school district serving students in the suburban community of Bethlehem, New York, near Albany.
-
B.
Bethel Middle School
Bethel Middle School is a public middle school serving students in the town of Bethel, Connecticut.
-
C.
Rehobeth Middle School
Rehobeth Middle School is a public middle school serving students in the small rural community of Rehobeth, Alabama.
-
D.
Belmont Middle School
Belmont Middle School is a public middle school in Belmont, Massachusetts, serving local students in the intermediate grades as part of the town’s public school system.
-
E.
Mount Carmel High School
Mount Carmel High School is a private Catholic college-preparatory high school in Chicago, Illinois, known for its strong athletic programs and notable alumni including NFL quarterback Donovan McNabb.
- F. None of above.
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_69d80761e6cc8190a90c844589998ecc |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbaee704ac8190b4c7f4e0d3a88494 |
completed | April 12, 2026, 2:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f74621474c8190b96a8f8561451bed |
completed | May 3, 2026, 12:57 p.m. |
| NEDg | Description generation | batch_69f74729e7f481909da298f70c2bc486 |
completed | May 3, 2026, 1:01 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f747a1d8748190a90d9e3e083c4a85 |
completed | May 3, 2026, 1:03 p.m. |
Created at: April 9, 2026, 9:40 p.m.