Triple
T9481251
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SEPTA Paoli/Thorndale Line |
E228643
|
entity |
| Predicate | westernSuburbServed |
P46405
|
FINISHED |
| Object | Paoli |
E227399
|
NE FINISHED |
How this triple was built (3 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: Paoli | Statement: [SEPTA Paoli/Thorndale Line, westernSuburbServed, Paoli]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Paoli Context triple: [SEPTA Paoli/Thorndale Line, westernSuburbServed, Paoli]
-
A.
Paoli
Paoli is an Italian surname most notably associated with Corsican patriot and leader Pasquale Paoli and his influential family.
-
B.
Paoli, Pennsylvania
chosen
Paoli, Pennsylvania is a suburban community in Chester County known as a key stop on the Philadelphia–Harrisburg rail line and part of the Philadelphia metropolitan area.
-
C.
Ephrata
Ephrata is a small city in central Washington State that serves as the county seat of Grant County.
-
D.
Neufchâteau
Neufchâteau is a small historic town in northeastern France known for its role as an administrative and commercial center in the Vosges region.
-
E.
Neufchâteau
Neufchâteau is a small town and municipality in the Belgian Ardennes, serving as an administrative and commercial center in Luxembourg Province.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: westernSuburbServed Context triple: [SEPTA Paoli/Thorndale Line, westernSuburbServed, Paoli]
-
A.
servesSuburbsOf
chosen
Indicates that a service, route, or facility provides coverage or support to the suburban areas associated with a particular city or region.
-
B.
isEasternSuburbOf
Indicates that one place is a suburb located to the east of another place.
-
C.
hasSuburbanService
Indicates that an entity provides or is connected to a public transportation service specifically serving suburban areas, typically linking suburbs with urban centers.
-
D.
suburbanBelt
Indicates that one area forms a suburban belt or ring surrounding another, typically as a zone of residential or peripheral development around a core urban center.
-
E.
isIndustrialSuburbOf
Indicates that one place is a suburb characterized by industrial land use and functions that is located within or adjacent to another, typically larger, urban area.
- F. None of above.
Provenance (4 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_69ca84730a5081908de282651019bf2f |
completed | March 30, 2026, 2:10 p.m. |
| NER | Named-entity recognition | batch_69cd8018645c8190823d82a93635b345 |
completed | April 1, 2026, 8:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d139f7fa90819092e3fbcc62a9e5b9 |
completed | April 4, 2026, 4:19 p.m. |
| PD | Predicate disambiguation | batch_69cca561e6b0819090aa795f3c3a2083 |
completed | April 1, 2026, 4:56 a.m. |
Created at: March 30, 2026, 7:54 p.m.