Triple
T17388458
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wallingford, Pennsylvania |
E422750
|
entity |
| Predicate | schoolDistrict |
P226
|
FINISHED |
| Object | Wallingford-Swarthmore School District |
—
|
NE NERFINISHED |
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: Wallingford-Swarthmore School District | Statement: [Wallingford, Pennsylvania, schoolDistrict, Wallingford-Swarthmore School District]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Wallingford-Swarthmore School District Context triple: [Wallingford, Pennsylvania, schoolDistrict, Wallingford-Swarthmore School District]
-
A.
Wallingford-Swarthmore School District
chosen
Wallingford-Swarthmore School District is a public school district in southeastern Pennsylvania that serves the communities of Wallingford, Swarthmore, and surrounding areas with K–12 education.
-
B.
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.
-
C.
Brandywine School District
Brandywine School District is a public school district in northern New Castle County, Delaware, serving communities including Claymont and parts of the Wilmington area.
-
D.
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.
-
E.
William Penn School District
William Penn School District is a public school district serving several suburban communities in Delaware County, Pennsylvania, just outside Philadelphia.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d889d710288190bf0f4762801fefae |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e43a8b66288190b29bb82eff761902 |
completed | April 19, 2026, 2:14 a.m. |
Created at: April 10, 2026, 5:45 a.m.