Triple
T16736098
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cheltenham, Pennsylvania |
E406720
|
entity |
| Predicate | schoolDistrict |
P226
|
FINISHED |
| Object | Cheltenham Township School District |
E1011452
|
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: Cheltenham Township School District | Statement: [Cheltenham, Pennsylvania, schoolDistrict, Cheltenham Township School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cheltenham Township School District Context triple: [Cheltenham, Pennsylvania, schoolDistrict, Cheltenham Township School District]
-
A.
Cheltenham Township School District
chosen
Cheltenham Township School District is a public school district serving students in Cheltenham Township and the Wyncote area of Montgomery County, Pennsylvania.
-
B.
Cheltenham Township
Cheltenham Township is a suburban municipality in Montgomery County, Pennsylvania, bordering the northern edge of Philadelphia and encompassing communities such as Elkins Park.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69d8838ffb088190a0b11149929006bf |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e39c3a86848190a03f243dd1bdb899 |
completed | April 18, 2026, 2:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a009d4ea8208190aed0a4014a10d120 |
completed | May 10, 2026, 2:59 p.m. |
Created at: April 10, 2026, 5:20 a.m.