Triple
T822523
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cessnock, New South Wales |
E17779
|
entity |
| Predicate | roadConnection |
P385
|
FINISHED |
| Object |
connected by Hunter Expressway
Hunter Expressway is a major highway in New South Wales, Australia, that improves regional connectivity by linking inland centres such as Cessnock to the broader road network.
|
E98381
|
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: connected by Hunter Expressway | Statement: [Cessnock, New South Wales, roadConnection, connected by Hunter Expressway]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: connected by Hunter Expressway Context triple: [Cessnock, New South Wales, roadConnection, connected by Hunter Expressway]
-
A.
M67 motorway
The M67 motorway is a short motorway in North West England that links the M60 near Manchester towards Hyde and is intended as the first section of a never-completed route to Sheffield.
-
B.
Miracle Strip Parkway
Miracle Strip Parkway is a scenic coastal stretch of highway in Okaloosa County, Florida, known for running along the Gulf of Mexico and serving popular beach communities.
-
C.
M58 motorway
The M58 motorway is a key road in North West England that links the M6 near Wigan to the Liverpool area, providing an important route across Merseyside and Lancashire.
-
D.
M60 motorway
The M60 motorway is an orbital motorway encircling the city of Manchester, forming a key part of the road network in Greater Manchester, England.
-
E.
Purvanchal Expressway
Purvanchal Expressway is a major access-controlled expressway in northern India that enhances connectivity across eastern Uttar Pradesh, linking rural regions with key urban and economic centers.
- 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: connected by Hunter Expressway Triple: [Cessnock, New South Wales, roadConnection, connected by Hunter Expressway]
Generated description
Hunter Expressway is a major highway in New South Wales, Australia, that improves regional connectivity by linking inland centres such as Cessnock to the broader road network.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: connected by Hunter Expressway Target entity description: Hunter Expressway is a major highway in New South Wales, Australia, that improves regional connectivity by linking inland centres such as Cessnock to the broader road network.
-
A.
M67 motorway
The M67 motorway is a short motorway in North West England that links the M60 near Manchester towards Hyde and is intended as the first section of a never-completed route to Sheffield.
-
B.
Miracle Strip Parkway
Miracle Strip Parkway is a scenic coastal stretch of highway in Okaloosa County, Florida, known for running along the Gulf of Mexico and serving popular beach communities.
-
C.
M58 motorway
The M58 motorway is a key road in North West England that links the M6 near Wigan to the Liverpool area, providing an important route across Merseyside and Lancashire.
-
D.
M60 motorway
The M60 motorway is an orbital motorway encircling the city of Manchester, forming a key part of the road network in Greater Manchester, England.
-
E.
Purvanchal Expressway
Purvanchal Expressway is a major access-controlled expressway in northern India that enhances connectivity across eastern Uttar Pradesh, linking rural regions with key urban and economic centers.
- 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_69a4937bcaac8190a322524ac6f45a5a |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4ab7c139c8190b6d75661b5138d89 |
completed | March 1, 2026, 9:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a76d93af548190818c14a370e0914a |
completed | March 3, 2026, 11:24 p.m. |
| NEDg | Description generation | batch_69a781f5536c81908175d58b6b75adba |
completed | March 4, 2026, 12:51 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7860e656c8190a08a9999662ba1f1 |
completed | March 4, 2026, 1:08 a.m. |
Created at: March 1, 2026, 7:38 p.m.