Triple
T15169317
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Upper Frederick Township, Pennsylvania |
E362442
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object | Boyertown Area School District |
E847298
|
NE FINISHED |
How this triple was built (2 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: Boyertown Area School District | Statement: [Upper Frederick Township, Pennsylvania, hasSchoolDistrict, Boyertown Area School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boyertown Area School District Context triple: [Upper Frederick Township, Pennsylvania, hasSchoolDistrict, Boyertown Area School District]
-
A.
Boyertown Area School District
chosen
Boyertown Area School District is a public school district serving students in Boyertown and surrounding communities in southeastern Pennsylvania.
-
B.
Bensalem Township School District
Bensalem Township School District is a public school system in Bucks County, Pennsylvania, that provides K–12 education to students residing in Bensalem Township.
-
C.
Hatboro-Horsham School District
Hatboro-Horsham School District is a public school system serving students in the Hatboro and Horsham communities of Montgomery County, Pennsylvania.
-
D.
North Penn School District
North Penn School District is a large public school district in southeastern Pennsylvania serving multiple communities in Montgomery County.
-
E.
Allentown School District
Allentown School District is a public school district in Allentown, Pennsylvania, serving the city’s students from elementary through high school.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d85a087b7c81908baa94a53dac8d68 |
completed | April 10, 2026, 2:01 a.m. |
| NER | Named-entity recognition | batch_69e0064dba588190a4341775b472a6d3 |
completed | April 15, 2026, 9:42 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fec889c3408190bdfc75ce72dd5a62 |
completed | May 9, 2026, 5:39 a.m. |
Created at: April 10, 2026, 3:08 a.m.