Triple
T7554789
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Upper Darby School District |
E178634
|
entity |
| Predicate | serves |
P98
|
FINISHED |
| Object | Millbourne, Pennsylvania |
E418944
|
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: Millbourne, Pennsylvania | Statement: [Upper Darby School District, serves, Millbourne, Pennsylvania]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Millbourne, Pennsylvania Context triple: [Upper Darby School District, serves, Millbourne, Pennsylvania]
-
A.
Millbourne, Pennsylvania
chosen
Millbourne, Pennsylvania is a tiny, densely populated borough in Delaware County that borders West Philadelphia and is known for its close integration with the city’s transit and urban fabric.
-
B.
Munhall, Pennsylvania
Munhall, Pennsylvania is a borough in Allegheny County near Pittsburgh, historically tied to the steel industry and the Homestead Steel Works.
-
C.
Milton, Pennsylvania
Milton, Pennsylvania is a small borough in Northumberland County known for its historic downtown and location along the West Branch Susquehanna River.
-
D.
Masontown, Pennsylvania
Masontown, Pennsylvania is a small borough in southwestern Pennsylvania known historically as a coal-mining and industrial community along the Monongahela River.
-
E.
Collegeville, Pennsylvania
Collegeville, Pennsylvania is a small borough in Montgomery County known for housing Ursinus College and its historic, suburban character along Perkiomen Creek.
- 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_69c69f2da22c8190a50942ac20af70e8 |
completed | March 27, 2026, 3:15 p.m. |
| NER | Named-entity recognition | batch_69c6f8b990148190b26a3a262cf538b3 |
completed | March 27, 2026, 9:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89a8c3f4c8190af77a94e59d0ff03 |
completed | March 29, 2026, 3:20 a.m. |
Created at: March 27, 2026, 3:49 p.m.