Triple
T21355548
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wharton, New Jersey |
E526611
|
entity |
| Predicate | hasSchoolDistrict |
P226
|
FINISHED |
| Object |
Wharton Borough School District
Wharton Borough School District is a public school district that provides primary and middle school education to students in the borough of Wharton, New Jersey.
|
E1479869
|
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: Wharton Borough School District | Statement: [Wharton, New Jersey, hasSchoolDistrict, Wharton Borough School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wharton Borough School District Context triple: [Wharton, New Jersey, hasSchoolDistrict, Wharton Borough School District]
-
A.
William Penn School District
William Penn School District is a public school district serving several suburban communities in Delaware County, Pennsylvania, just outside Philadelphia.
-
B.
West York Area School District
West York Area School District is a public school district serving the educational needs of students in and around West York in south-central Pennsylvania.
-
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.
Bellmawr School District
Bellmawr School District is a public school district that provides elementary and middle school education to students in the borough of Bellmawr, New Jersey.
-
E.
Penn-Delco School District
Penn-Delco School District is a public school district in Delaware County, Pennsylvania, serving students in Aston Township and surrounding communities.
- 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: Wharton Borough School District Triple: [Wharton, New Jersey, hasSchoolDistrict, Wharton Borough School District]
Generated description
Wharton Borough School District is a public school district that provides primary and middle school education to students in the borough of Wharton, New Jersey.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Wharton Borough School District Target entity description: Wharton Borough School District is a public school district that provides primary and middle school education to students in the borough of Wharton, New Jersey.
-
A.
William Penn School District
William Penn School District is a public school district serving several suburban communities in Delaware County, Pennsylvania, just outside Philadelphia.
-
B.
West York Area School District
West York Area School District is a public school district serving the educational needs of students in and around West York in south-central Pennsylvania.
-
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.
Bellmawr School District
Bellmawr School District is a public school district that provides elementary and middle school education to students in the borough of Bellmawr, New Jersey.
-
E.
Penn-Delco School District
Penn-Delco School District is a public school district in Delaware County, Pennsylvania, serving students in Aston Township and surrounding communities.
- 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_69e0b51cd5cc81909ac1187971e8a8ad |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e8af9cd4a48190aa6e72c019b60f8c |
completed | April 22, 2026, 11:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09ad6361b881908db56803d3109bf4 |
completed | May 17, 2026, 11:58 a.m. |
| NEDg | Description generation | batch_6a09adf244d481908bb02f99844f1cd0 |
completed | May 17, 2026, noon |
| NED2 | Entity disambiguation (via description) | batch_6a09ae91d9cc8190a677124f1a0e1e4e |
completed | May 17, 2026, 12:03 p.m. |
Created at: April 16, 2026, 5:06 p.m.