Triple
T6004553
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Durham Freeway (NC 147) |
E133677
|
entity |
| Predicate | isPartOf |
P10
|
FINISHED |
| Object |
Durham freeway system
The Durham freeway system is the network of major limited-access highways serving Durham, North Carolina, connecting key local routes, neighborhoods, and regional corridors.
|
E561073
|
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: Durham freeway system | Statement: [Durham Freeway (NC 147), isPartOf, Durham freeway system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Durham freeway system Context triple: [Durham Freeway (NC 147), isPartOf, Durham freeway system]
-
A.
N1 Western Bypass
The N1 Western Bypass is a major freeway segment of South Africa’s N1 that skirts the western side of Johannesburg, carrying heavy commuter and long-distance traffic past suburbs such as Roodepoort.
-
B.
Central Coast Highway
Central Coast Highway is a major arterial road on the New South Wales Central Coast, Australia, linking key coastal towns and serving as a primary route between Sydney and the Hunter region.
-
C.
Perimeter Highway
Perimeter Highway is a ring road encircling Winnipeg, Manitoba, that serves as a major route for bypassing city traffic and connecting key regional highways.
-
D.
Ipswich Motorway
The Ipswich Motorway is a major arterial highway in South East Queensland, Australia, connecting Brisbane with the city of Ipswich and serving as a key freight and commuter route.
-
E.
Gwydir Highway
Gwydir Highway is a major rural road in New South Wales, Australia, linking the Northern Tablelands with the state’s northern inland and western regions.
- 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: Durham freeway system Triple: [Durham Freeway (NC 147), isPartOf, Durham freeway system]
Generated description
The Durham freeway system is the network of major limited-access highways serving Durham, North Carolina, connecting key local routes, neighborhoods, and regional corridors.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Durham freeway system Target entity description: The Durham freeway system is the network of major limited-access highways serving Durham, North Carolina, connecting key local routes, neighborhoods, and regional corridors.
-
A.
N1 Western Bypass
The N1 Western Bypass is a major freeway segment of South Africa’s N1 that skirts the western side of Johannesburg, carrying heavy commuter and long-distance traffic past suburbs such as Roodepoort.
-
B.
Central Coast Highway
Central Coast Highway is a major arterial road on the New South Wales Central Coast, Australia, linking key coastal towns and serving as a primary route between Sydney and the Hunter region.
-
C.
Perimeter Highway
Perimeter Highway is a ring road encircling Winnipeg, Manitoba, that serves as a major route for bypassing city traffic and connecting key regional highways.
-
D.
Ipswich Motorway
The Ipswich Motorway is a major arterial highway in South East Queensland, Australia, connecting Brisbane with the city of Ipswich and serving as a key freight and commuter route.
-
E.
Gwydir Highway
Gwydir Highway is a major rural road in New South Wales, Australia, linking the Northern Tablelands with the state’s northern inland and western regions.
- 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_69c00872444c8190bfaf1739dcec765c |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c04f10d18081908c351170b7f58d3d |
completed | March 22, 2026, 8:20 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1088f5c84819094e4696c24c4dd79 |
completed | March 23, 2026, 9:31 a.m. |
| NEDg | Description generation | batch_69c1099f00f88190a5f1f0fafbb679c2 |
completed | March 23, 2026, 9:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c10a2ffdcc8190bfeebc59d98b2b29 |
completed | March 23, 2026, 9:38 a.m. |
Created at: March 22, 2026, 4:06 p.m.