Triple
T640917
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lower Hunter |
E16736
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Cessnock
Cessnock is a city in New South Wales, Australia, known as a gateway to the Hunter Valley wine region.
|
E81928
|
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: Cessnock | Statement: [Lower Hunter, contains, Cessnock]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cessnock Context triple: [Lower Hunter, contains, Cessnock]
-
A.
Peaslake
Peaslake is a small rural village in Surrey, England, known for its scenic woodland surroundings and popularity with walkers and mountain bikers.
-
B.
Wylam
Wylam is a village in Northumberland, England, historically notable as the birthplace of pioneering railway engineer George Stephenson.
-
C.
Shanklin
Shanklin is a popular seaside resort town on the Isle of Wight in England, known for its sandy beach, Victorian architecture, and scenic coastal walks.
-
D.
Chatteris
Chatteris is a small market town in the Fenland district of Cambridgeshire, England, known for its agricultural surroundings and historic parish church.
-
E.
Hawkenbury
Hawkenbury is a residential suburb and community area of Royal Tunbridge Wells in Kent, England.
- 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: Cessnock Triple: [Lower Hunter, contains, Cessnock]
Generated description
Cessnock is a city in New South Wales, Australia, known as a gateway to the Hunter Valley wine region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cessnock Target entity description: Cessnock is a city in New South Wales, Australia, known as a gateway to the Hunter Valley wine region.
-
A.
Peaslake
Peaslake is a small rural village in Surrey, England, known for its scenic woodland surroundings and popularity with walkers and mountain bikers.
-
B.
Wylam
Wylam is a village in Northumberland, England, historically notable as the birthplace of pioneering railway engineer George Stephenson.
-
C.
Shanklin
Shanklin is a popular seaside resort town on the Isle of Wight in England, known for its sandy beach, Victorian architecture, and scenic coastal walks.
-
D.
Chatteris
Chatteris is a small market town in the Fenland district of Cambridgeshire, England, known for its agricultural surroundings and historic parish church.
-
E.
Hawkenbury
Hawkenbury is a residential suburb and community area of Royal Tunbridge Wells in Kent, England.
- 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_69a4936be1c88190af56540324b57da7 |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a49f0189b08190a584b744f36fa761 |
completed | March 1, 2026, 8:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5914419848190bfdc565fb9a80022 |
completed | March 2, 2026, 1:31 p.m. |
| NEDg | Description generation | batch_69a5921e700081909ffd12d1186d4395 |
completed | March 2, 2026, 1:35 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5927bd8508190b390136092103835 |
completed | March 2, 2026, 1:37 p.m. |
Created at: March 1, 2026, 7:36 p.m.