Triple
T20281509
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bremen, Indiana |
E503154
|
entity |
| Predicate | schoolDistrict |
P226
|
FINISHED |
| Object |
Bremen Public Schools
Bremen Public Schools is a public school district serving students in the town of Bremen in northern Indiana.
|
E1421571
|
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: Bremen Public Schools | Statement: [Bremen, Indiana, schoolDistrict, Bremen Public Schools]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bremen Public Schools Context triple: [Bremen, Indiana, schoolDistrict, Bremen Public Schools]
-
A.
Bremen High School
Bremen High School is a public secondary school in Illinois serving students in the south suburban Chicago area as part of Bremen High School District 228.
-
B.
Bismarck Public Schools
Bismarck Public Schools is the main public school district serving the city of Bismarck, North Dakota, overseeing multiple elementary, middle, and high schools in the area.
-
C.
Hamburg School District
Hamburg School District is a public school district serving the educational needs of students in the borough of Hamburg in Sussex County, New Jersey.
-
D.
Bremen High School District 228
Bremen High School District 228 is a public school district in the south suburban Chicago area of Illinois that operates several high schools serving communities including Blue Island.
-
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: Bremen Public Schools Triple: [Bremen, Indiana, schoolDistrict, Bremen Public Schools]
Generated description
Bremen Public Schools is a public school district serving students in the town of Bremen in northern Indiana.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bremen Public Schools Target entity description: Bremen Public Schools is a public school district serving students in the town of Bremen in northern Indiana.
-
A.
Bremen High School
Bremen High School is a public secondary school in Illinois serving students in the south suburban Chicago area as part of Bremen High School District 228.
-
B.
Bismarck Public Schools
Bismarck Public Schools is the main public school district serving the city of Bismarck, North Dakota, overseeing multiple elementary, middle, and high schools in the area.
-
C.
Hamburg School District
Hamburg School District is a public school district serving the educational needs of students in the borough of Hamburg in Sussex County, New Jersey.
-
D.
Bremen High School District 228
Bremen High School District 228 is a public school district in the south suburban Chicago area of Illinois that operates several high schools serving communities including Blue Island.
-
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_69e0b4b0e79c8190bd61f22ef1329fa8 |
completed | April 16, 2026, 10:06 a.m. |
| NER | Named-entity recognition | batch_69e6768e9f0881909c8fe8772dafd468 |
completed | April 20, 2026, 6:55 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a085a25e5f08190b11cbcbdda42113b |
completed | May 16, 2026, 11:51 a.m. |
| NEDg | Description generation | batch_6a085a7ac4988190acb54e8316e8010b |
completed | May 16, 2026, 11:52 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a085af42c1c81908c9ee0f84f9a9481 |
completed | May 16, 2026, 11:54 a.m. |
Created at: April 16, 2026, 10:38 a.m.