Triple
T16873305
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Pennsylvania Route 332 |
E421228
|
entity |
| Predicate | hasAdjacentRoutePrevious |
P18010
|
FINISHED |
| Object | Pennsylvania Route 331 |
—
|
NE NERFINISHED |
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: Pennsylvania Route 331 | Statement: [Pennsylvania Route 332, hasAdjacentRoutePrevious, Pennsylvania Route 331]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 331 Context triple: [Pennsylvania Route 332, hasAdjacentRoutePrevious, Pennsylvania Route 331]
-
A.
Pennsylvania Route 332
Pennsylvania Route 332 is a state highway in southeastern Pennsylvania that connects several suburban communities in Bucks County and serves as a key east–west commuter route.
-
B.
Pennsylvania Route 313
Pennsylvania Route 313 is a state highway in southeastern Pennsylvania that runs through Bucks County, connecting Doylestown with several nearby communities.
-
C.
Pennsylvania Route 363
Pennsylvania Route 363 is a state highway in southeastern Pennsylvania that runs through Montgomery County, serving communities such as Norristown and connecting local roads to major regional routes.
-
D.
Pennsylvania Route 381
Pennsylvania Route 381 is a scenic state highway in southwestern Pennsylvania that passes through Ohiopyle State Park and serves as a popular access route for outdoor recreation in the Laurel Highlands.
-
E.
Pennsylvania Route 309
Pennsylvania Route 309 is a major north–south state highway in eastern Pennsylvania that connects several key cities and suburbs, serving as an important commuter and regional travel corridor.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Pennsylvania Route 331 Target entity description: Pennsylvania Route 331 is a state highway in Pennsylvania that serves as a local connector route within the state’s secondary road network.
-
A.
Pennsylvania Route 332
Pennsylvania Route 332 is a state highway in southeastern Pennsylvania that connects several suburban communities in Bucks County and serves as a key east–west commuter route.
-
B.
Pennsylvania Route 313
Pennsylvania Route 313 is a state highway in southeastern Pennsylvania that runs through Bucks County, connecting Doylestown with several nearby communities.
-
C.
Pennsylvania Route 363
Pennsylvania Route 363 is a state highway in southeastern Pennsylvania that runs through Montgomery County, serving communities such as Norristown and connecting local roads to major regional routes.
-
D.
Pennsylvania Route 381
Pennsylvania Route 381 is a scenic state highway in southwestern Pennsylvania that passes through Ohiopyle State Park and serves as a popular access route for outdoor recreation in the Laurel Highlands.
-
E.
Pennsylvania Route 309
Pennsylvania Route 309 is a major north–south state highway in eastern Pennsylvania that connects several key cities and suburbs, serving as an important commuter and regional travel corridor.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasAdjacentRoutePrevious Context triple: [Pennsylvania Route 332, hasAdjacentRoutePrevious, Pennsylvania Route 331]
-
A.
isPrecededOnRouteBy
Indicates that one element on a route comes immediately before another in the ordered sequence of that route.
-
B.
adjacentStateRoute
Indicates that one state route is directly next to or shares a boundary or junction with another state route.
-
C.
adjacentPlanePrevious
Indicates that one plane is directly next to another plane and comes immediately before it in a defined ordering or sequence.
-
D.
usesFormerRouteOf
Indicates that one route, service, or pathway currently follows all or part of the alignment or path that was previously used by another route.
-
E.
previousRoute
chosen
Indicates that one route directly precedes another in an ordered sequence of routes.
- F. None of above.
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_69d889d470fc8190b4aec199636c0c56 |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e3b7f40410819088db22fa0d1eb808 |
completed | April 18, 2026, 4:57 p.m. |
| PD | Predicate disambiguation | batch_69e32b90ec3c819099c51bb7baf2984c |
completed | April 18, 2026, 6:58 a.m. |
Created at: April 10, 2026, 5:29 a.m.