Triple
T12930448
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wyncote, Pennsylvania |
E309361
|
entity |
| Predicate | hasPublicSchoolDistrict |
P226
|
FINISHED |
| Object |
Cheltenham Township School District
Cheltenham Township School District is a public school district serving students in Cheltenham Township and the Wyncote area of Montgomery County, Pennsylvania.
|
E1011452
|
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: Cheltenham Township School District | Statement: [Wyncote, Pennsylvania, hasPublicSchoolDistrict, Cheltenham Township School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheltenham Township School District Context triple: [Wyncote, Pennsylvania, hasPublicSchoolDistrict, Cheltenham Township School District]
-
A.
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.
-
B.
East Amwell Township School District
East Amwell Township School District is a public school district in Hunterdon County, New Jersey, that provides elementary and middle school education to students residing in East Amwell Township.
-
C.
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.
-
D.
Montgomery Township School District
Montgomery Township School District is a public school district in Montgomery Township, New Jersey, known for serving local students with a comprehensive K–12 education program.
-
E.
Chester School District
Chester School District is the public school system serving the town of Chester in Rockingham County, 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: Cheltenham Township School District Triple: [Wyncote, Pennsylvania, hasPublicSchoolDistrict, Cheltenham Township School District]
Generated description
Cheltenham Township School District is a public school district serving students in Cheltenham Township and the Wyncote area of Montgomery County, Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cheltenham Township School District Target entity description: Cheltenham Township School District is a public school district serving students in Cheltenham Township and the Wyncote area of Montgomery County, Pennsylvania.
-
A.
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.
-
B.
East Amwell Township School District
East Amwell Township School District is a public school district in Hunterdon County, New Jersey, that provides elementary and middle school education to students residing in East Amwell Township.
-
C.
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.
-
D.
Montgomery Township School District
Montgomery Township School District is a public school district in Montgomery Township, New Jersey, known for serving local students with a comprehensive K–12 education program.
-
E.
Chester School District
Chester School District is the public school system serving the town of Chester in Rockingham County, 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_69d7bdfa933c8190b5a27aa4a08a19b7 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d97245b6408190816d9b7e314eb51a |
completed | April 10, 2026, 9:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6af687f548190b70ac8fa9bbbd414 |
completed | May 3, 2026, 2:14 a.m. |
| NEDg | Description generation | batch_69f6b115720481908796955032043530 |
completed | May 3, 2026, 2:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6b1ea3d288190875888be8356da48 |
completed | May 3, 2026, 2:24 a.m. |
Created at: April 9, 2026, 5:42 p.m.