Triple
T6040537
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hamburg, New York |
E134530
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Frontier Central School District
Frontier Central School District is a public school district serving students in the Hamburg area of western New York State.
|
E564748
|
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: Frontier Central School District | Statement: [Hamburg, New York, hasEducationalInstitution, Frontier Central School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frontier Central School District Context triple: [Hamburg, New York, hasEducationalInstitution, Frontier Central School District]
-
A.
Brewster Central School District
Brewster Central School District is a public school district in New York State that serves students in and around the Village of Brewster.
-
B.
Central School District
Central School District is a public school district serving students in the Rancho Cucamonga area of Southern California.
-
C.
Timberlane Regional School District
Timberlane Regional School District is a public school district in southern New Hampshire that serves Plaistow and several surrounding communities.
-
D.
Three Rivers School District
Three Rivers School District is a public school district serving students in communities across Josephine County in southwestern Oregon.
-
E.
Windham School District
Windham School District is the public school system serving the town of Windham in southern New Hampshire.
- 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: Frontier Central School District Triple: [Hamburg, New York, hasEducationalInstitution, Frontier Central School District]
Generated description
Frontier Central School District is a public school district serving students in the Hamburg area of western New York State.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Frontier Central School District Target entity description: Frontier Central School District is a public school district serving students in the Hamburg area of western New York State.
-
A.
Brewster Central School District
Brewster Central School District is a public school district in New York State that serves students in and around the Village of Brewster.
-
B.
Central School District
Central School District is a public school district serving students in the Rancho Cucamonga area of Southern California.
-
C.
Timberlane Regional School District
Timberlane Regional School District is a public school district in southern New Hampshire that serves Plaistow and several surrounding communities.
-
D.
Three Rivers School District
Three Rivers School District is a public school district serving students in communities across Josephine County in southwestern Oregon.
-
E.
Windham School District
Windham School District is the public school system serving the town of Windham in southern New Hampshire.
- 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_69c00875db5c819099dd5bb833ec43c2 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c056cf82d481909d5161fe3643e7ed |
completed | March 22, 2026, 8:53 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c11393f4ec81909f175de55694b44e |
completed | March 23, 2026, 10:19 a.m. |
| NEDg | Description generation | batch_69c11560824081909d1228056607a3bd |
completed | March 23, 2026, 10:26 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c11607805c8190a9bc734479b1cb8d |
completed | March 23, 2026, 10:29 a.m. |
Created at: March 22, 2026, 4:08 p.m.