Triple
T9833795
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Research Triangle Expressway |
E239050
|
entity |
| Predicate | usesTollSystem |
P3913
|
FINISHED |
| Object |
NC Quick Pass
NC Quick Pass is North Carolina’s electronic toll collection system that allows drivers to pay highway and expressway tolls automatically using a transponder-linked account.
|
E824426
|
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: NC Quick Pass | Statement: [Research Triangle Expressway, usesTollSystem, NC Quick Pass]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NC Quick Pass Context triple: [Research Triangle Expressway, usesTollSystem, NC Quick Pass]
-
A.
E-ZPass
E-ZPass is an electronic toll collection system widely used on highways and bridges across the eastern United States, allowing drivers to pay tolls automatically without stopping.
-
B.
SunPass
SunPass is Florida’s statewide electronic toll collection system used on many of the state’s toll roads, bridges, and express lanes.
-
C.
FasTrak
FasTrak is an electronic toll collection system used on bridges, roads, and express lanes throughout California.
-
D.
STAR Tollway
STAR Tollway is a major expressway in the Calabarzon region of the Philippines that connects Batangas City to Santo Tomas and links with the South Luzon Expressway.
-
E.
TEXpress Lanes
TEXpress Lanes are a network of dynamically priced managed toll lanes in North Texas designed to reduce congestion and provide faster travel options alongside existing highways.
- 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: NC Quick Pass Triple: [Research Triangle Expressway, usesTollSystem, NC Quick Pass]
Generated description
NC Quick Pass is North Carolina’s electronic toll collection system that allows drivers to pay highway and expressway tolls automatically using a transponder-linked account.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NC Quick Pass Target entity description: NC Quick Pass is North Carolina’s electronic toll collection system that allows drivers to pay highway and expressway tolls automatically using a transponder-linked account.
-
A.
E-ZPass
E-ZPass is an electronic toll collection system widely used on highways and bridges across the eastern United States, allowing drivers to pay tolls automatically without stopping.
-
B.
SunPass
SunPass is Florida’s statewide electronic toll collection system used on many of the state’s toll roads, bridges, and express lanes.
-
C.
FasTrak
FasTrak is an electronic toll collection system used on bridges, roads, and express lanes throughout California.
-
D.
STAR Tollway
STAR Tollway is a major expressway in the Calabarzon region of the Philippines that connects Batangas City to Santo Tomas and links with the South Luzon Expressway.
-
E.
TEXpress Lanes
TEXpress Lanes are a network of dynamically priced managed toll lanes in North Texas designed to reduce congestion and provide faster travel options alongside existing highways.
- F. None of above. chosen
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_69ca84e314108190978324a4bdb959f8 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cdb3385054819094145c96204e3f0d |
completed | April 2, 2026, 12:07 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1d5c448388190818e4cc5e3a42dfc |
completed | April 5, 2026, 3:23 a.m. |
| NEDg | Description generation | batch_69d1d6affc3c8190839a4db8f4271309 |
completed | April 5, 2026, 3:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1d772de00819089eed8be9f5ce3ce |
completed | April 5, 2026, 3:30 a.m. |
Created at: March 30, 2026, 8:32 p.m.