Triple
T10193204
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Boyertown, Pennsylvania |
E238089
|
entity |
| Predicate | hasEducationalInstitution |
P113
|
FINISHED |
| Object |
Boyertown Area School District
Boyertown Area School District is a public school district serving students in Boyertown and surrounding communities in southeastern Pennsylvania.
|
E847298
|
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: Boyertown Area School District | Statement: [Boyertown, Pennsylvania, hasEducationalInstitution, Boyertown Area School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Boyertown Area School District Context triple: [Boyertown, Pennsylvania, hasEducationalInstitution, Boyertown Area School District]
-
A.
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.
-
B.
North Penn School District
North Penn School District is a large public school district in southeastern Pennsylvania serving multiple communities in Montgomery County.
-
C.
Norristown Area School District
Norristown Area School District is a public school district in Pennsylvania that provides K–12 education to students in Norristown and surrounding communities.
-
D.
Phoenixville Area School District
Phoenixville Area School District is a public school district in Pennsylvania that serves students in the Phoenixville community and surrounding areas.
-
E.
Tredyffrin-Easttown School District
Tredyffrin-Easttown School District is a highly regarded public school district in suburban Philadelphia, known for its strong academic performance and serving students in Tredyffrin and Easttown townships.
- 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: Boyertown Area School District Triple: [Boyertown, Pennsylvania, hasEducationalInstitution, Boyertown Area School District]
Generated description
Boyertown Area School District is a public school district serving students in Boyertown and surrounding communities in southeastern Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Boyertown Area School District Target entity description: Boyertown Area School District is a public school district serving students in Boyertown and surrounding communities in southeastern Pennsylvania.
-
A.
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.
-
B.
North Penn School District
North Penn School District is a large public school district in southeastern Pennsylvania serving multiple communities in Montgomery County.
-
C.
Norristown Area School District
Norristown Area School District is a public school district in Pennsylvania that provides K–12 education to students in Norristown and surrounding communities.
-
D.
Phoenixville Area School District
Phoenixville Area School District is a public school district in Pennsylvania that serves students in the Phoenixville community and surrounding areas.
-
E.
Tredyffrin-Easttown School District
Tredyffrin-Easttown School District is a highly regarded public school district in suburban Philadelphia, known for its strong academic performance and serving students in Tredyffrin and Easttown townships.
- 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_69ca84de1b208190bf17bb305b002605 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdedc675008190b8248325f5a208bf |
completed | April 2, 2026, 4:17 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d317ca2cf481909cf715ef9248be3c |
completed | April 6, 2026, 2:17 a.m. |
| NEDg | Description generation | batch_69d3188886908190ba0a5539ce942980 |
completed | April 6, 2026, 2:20 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d31c4fb8288190bbc6b3d4a79dafb1 |
completed | April 6, 2026, 2:37 a.m. |
Created at: March 30, 2026, 9:13 p.m.