Triple
T2255865
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swarthmore, Pennsylvania |
E49721
|
entity |
| Predicate | majorRoadAccess |
P385
|
FINISHED |
| Object | Interstate 476 |
E598426
|
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: Interstate 476 | Statement: [Swarthmore, Pennsylvania, majorRoadAccess, Interstate 476]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Interstate 476 Context triple: [Swarthmore, Pennsylvania, majorRoadAccess, Interstate 476]
-
A.
Interstate 476
chosen
Interstate 476 is a major auxiliary Interstate Highway in eastern Pennsylvania that runs from near Chester through the western suburbs of Philadelphia to the Pocono Mountains, serving as a key north–south transportation corridor.
-
B.
Interstate 276
Interstate 276 is a segment of the Pennsylvania Turnpike that serves as a major east–west toll highway in southeastern Pennsylvania, connecting the Harrisburg area toward the New Jersey border near Philadelphia.
-
C.
Interstate 475
Interstate 475 is a bypass route of Interstate 75 that diverts through traffic around the city of Macon in central Georgia.
-
D.
Interstate 78
Interstate 78 is a major east–west highway in the northeastern United States that connects the New York City metropolitan area with Pennsylvania and points west.
-
E.
Interstate 695
Interstate 695 is a beltway highway encircling Baltimore, Maryland, commonly known as the Baltimore Beltway.
- 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: majorRoadAccess Context triple: [Swarthmore, Pennsylvania, majorRoadAccess, Interstate 476]
-
A.
roadAccessVia
Indicates that one location or area is reachable from another specifically by using a particular road or road segment.
-
B.
roadAccessFrom
Indicates that one location can be reached from another via a usable road connection.
-
C.
isMajorRoadIn
Indicates that a road is classified as a major road within a specified geographic area or jurisdiction.
-
D.
hasMajorHighway
chosen
Indicates that a location or area is served by or directly connected to a major highway route.
-
E.
roadType
Indicates the classification or category of a road based on its functional or physical characteristics.
- 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_69a88aaa9250819095e127d0d77e8a32 |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc1559ff481908efe3f214b2570dc |
completed | March 7, 2026, 6:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d12cabbb088190bada143db831c466 |
completed | April 4, 2026, 3:22 p.m. |
| PD | Predicate disambiguation | batch_69abbdb34c148190b51e99f540f97204 |
completed | March 7, 2026, 5:54 a.m. |
Created at: March 4, 2026, 7:47 p.m.