Triple

T17721268
Position Surface form Disambiguated ID Type / Status
Subject Weston, New South Wales E442341 entity
Predicate partOf P40 FINISHED
Object Cessnock urban area
The Cessnock urban area is a regional population and service hub in the Hunter Region of New South Wales, Australia, centered on the city of Cessnock and surrounding towns.
 E1283349 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 urban area | Statement: [Weston, New South Wales, partOf, Cessnock urban area]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cessnock urban area
Context triple: [Weston, New South Wales, partOf, Cessnock urban area]
  • A. Wallsend Urban Area
    Wallsend Urban Area is a suburban and industrial district within the larger Tyneside conurbation in North East England, historically known for its shipbuilding and Roman heritage at the eastern end of Hadrian’s Wall.
  • B. Gresham urban area
    The Gresham urban area is a suburban cityscape in the Portland metropolitan region of Oregon, characterized by residential neighborhoods, commercial districts, and surrounding natural features.
  • C. Lees Urban District
    Lees Urban District was a former local government district in Lancashire, England, that administered the village of Lees and surrounding areas before being absorbed into the Metropolitan Borough of Oldham.
  • D. Penge Urban District
    Penge Urban District was a former local government district in southeast London that administered the suburban area of Penge before its incorporation into the London Borough of Bromley.
  • E. Barnes Urban District
    Barnes Urban District was a former local government district in southwest London, England, that administered the suburban area of Barnes before its reorganization into the Municipal Borough of Barnes.
  • 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 urban area
Triple: [Weston, New South Wales, partOf, Cessnock urban area]
Generated description
The Cessnock urban area is a regional population and service hub in the Hunter Region of New South Wales, Australia, centered on the city of Cessnock and surrounding towns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cessnock urban area
Target entity description: The Cessnock urban area is a regional population and service hub in the Hunter Region of New South Wales, Australia, centered on the city of Cessnock and surrounding towns.
  • A. Wallsend Urban Area
    Wallsend Urban Area is a suburban and industrial district within the larger Tyneside conurbation in North East England, historically known for its shipbuilding and Roman heritage at the eastern end of Hadrian’s Wall.
  • B. Gresham urban area
    The Gresham urban area is a suburban cityscape in the Portland metropolitan region of Oregon, characterized by residential neighborhoods, commercial districts, and surrounding natural features.
  • C. Lees Urban District
    Lees Urban District was a former local government district in Lancashire, England, that administered the village of Lees and surrounding areas before being absorbed into the Metropolitan Borough of Oldham.
  • D. Penge Urban District
    Penge Urban District was a former local government district in southeast London that administered the suburban area of Penge before its incorporation into the London Borough of Bromley.
  • E. Barnes Urban District
    Barnes Urban District was a former local government district in southwest London, England, that administered the suburban area of Barnes before its reorganization into the Municipal Borough of Barnes.
  • 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_69d8b9ec79688190b86bdcef85a7b3aa completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e47486438c8190abe27eb4eb2c6fdf completed April 19, 2026, 6:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0230300f548190b9e3bdb6570446ff completed May 11, 2026, 7:38 p.m.
NEDg Description generation batch_6a02315558cc8190829599a78de8eee2 completed May 11, 2026, 7:43 p.m.
NED2 Entity disambiguation (via description) batch_6a0231e54c308190af6f80f42848536d completed May 11, 2026, 7:45 p.m.
Created at: April 10, 2026, 10:07 a.m.