Triple
T10251056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mechanicsburg, Pennsylvania |
E240340
|
entity |
| Predicate | hasTransportation |
P105
|
FINISHED |
| Object |
Interstate 76 Pennsylvania Turnpike (nearby)
Interstate 76, known in this region as part of the Pennsylvania Turnpike, is a major east–west toll highway that provides primary long-distance and regional connectivity across southern Pennsylvania.
|
E672727
|
NE FINISHED |
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: Interstate 76 Pennsylvania Turnpike (nearby) | Statement: [Mechanicsburg, Pennsylvania, hasTransportation, Interstate 76 Pennsylvania Turnpike (nearby)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Interstate 76 Pennsylvania Turnpike (nearby) Context triple: [Mechanicsburg, Pennsylvania, hasTransportation, Interstate 76 Pennsylvania Turnpike (nearby)]
-
A.
Interstate 376 (nearby)
Interstate 376 is a major highway in western Pennsylvania that connects the Pittsburgh area with nearby communities and regional routes, providing significant transportation access for places like Neshannock Township.
-
B.
Interstate 676 in Pennsylvania
Interstate 676 in Pennsylvania is a short urban auxiliary Interstate that connects Interstate 76 with Interstate 95 through downtown Philadelphia, including a segment along the Vine Street Expressway and a crossing of the Benjamin Franklin Bridge.
-
C.
Pennsylvania Turnpike (via nearby interchanges in Westmoreland County)
The Pennsylvania Turnpike is a major tolled highway traversing Pennsylvania, serving as a key east–west transportation corridor for regional and long-distance traffic.
-
D.
Interstate 376 in Pennsylvania
Interstate 376 in Pennsylvania is a major east–west freeway serving the Pittsburgh metropolitan area, connecting the city to its international airport and the Pennsylvania Turnpike.
-
E.
close to Interstate 476
Interstate 476 is a major north–south highway in eastern Pennsylvania that serves as a key connector between the Pennsylvania Turnpike and the Philadelphia metropolitan area.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Interstate 76 Pennsylvania Turnpike (nearby) Triple: [Mechanicsburg, Pennsylvania, hasTransportation, Interstate 76 Pennsylvania Turnpike (nearby)]
Generated description
Interstate 76, known in this region as part of the Pennsylvania Turnpike, is a major east–west toll highway that provides primary long-distance and regional connectivity across southern Pennsylvania.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Interstate 76 Pennsylvania Turnpike (nearby) Target entity description: Interstate 76, known in this region as part of the Pennsylvania Turnpike, is a major east–west toll highway that provides primary long-distance and regional connectivity across southern Pennsylvania.
-
A.
Interstate 376 (nearby)
Interstate 376 is a major highway in western Pennsylvania that connects the Pittsburgh area with nearby communities and regional routes, providing significant transportation access for places like Neshannock Township.
-
B.
Interstate 676 in Pennsylvania
Interstate 676 in Pennsylvania is a short urban auxiliary Interstate that connects Interstate 76 with Interstate 95 through downtown Philadelphia, including a segment along the Vine Street Expressway and a crossing of the Benjamin Franklin Bridge.
-
C.
Pennsylvania Turnpike (via nearby interchanges in Westmoreland County)
chosen
The Pennsylvania Turnpike is a major tolled highway traversing Pennsylvania, serving as a key east–west transportation corridor for regional and long-distance traffic.
-
D.
Interstate 376 in Pennsylvania
Interstate 376 in Pennsylvania is a major east–west freeway serving the Pittsburgh metropolitan area, connecting the city to its international airport and the Pennsylvania Turnpike.
-
E.
close to Interstate 476
Interstate 476 is a major north–south highway in eastern Pennsylvania that serves as a key connector between the Pennsylvania Turnpike and the Philadelphia metropolitan area.
- F. None of above.
Provenance (5 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_69d381a7e198819090280d5ab885d59e |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d23d7300819095971560759cf456 |
completed | April 7, 2026, 9:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d6f7bf00c881909c1e494a9460c3ce |
completed | April 9, 2026, 12:50 a.m. |
| NEDg | Description generation | batch_69d6fcab0bfc8190b47bc165ef3eb15d |
completed | April 9, 2026, 1:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d70fc3b15081908d1b67a7094c6210 |
completed | April 9, 2026, 2:32 a.m. |
Created at: April 6, 2026, 11:28 a.m.