Triple

T15805884
Position Surface form Disambiguated ID Type / Status
Subject Darkinjung people E383213 entity
Predicate hasDemographicArea P114768 FINISHED
Object Gosford region
The Gosford region is an area on the Central Coast of New South Wales, Australia, encompassing coastal, urban, and bushland communities traditionally associated with the Darkinjung people.
E1180312 NE FINISHED

How this triple was built (5 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: Gosford region | Statement: [Darkinjung people, hasDemographicArea, Gosford region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gosford region
Context triple: [Darkinjung people, hasDemographicArea, Gosford region]
  • A. Wyong region
    The Wyong region is a local area on the Central Coast of New South Wales, Australia, encompassing the town of Wyong and its surrounding communities.
  • B. Port Macquarie-Hastings region
    The Port Macquarie-Hastings region is a coastal local government area on the Mid North Coast of New South Wales, Australia, known for its beaches, waterways, and growing residential communities.
  • C. St George region
    The St George region is an important agricultural district in southern Queensland, Australia, known particularly for its large-scale irrigated cotton production.
  • D. Bathurst Region
    Bathurst Region is a local government area in New South Wales, Australia, best known for encompassing the city of Bathurst and the famous Mount Panorama motor racing circuit.
  • E. Lismore region
    The Lismore region is an area in northern New South Wales, Australia, traditionally inhabited by the Bundjalung people and known for its rich Aboriginal cultural heritage and subtropical landscapes.
  • 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: Gosford region
Triple: [Darkinjung people, hasDemographicArea, Gosford region]
Generated description
The Gosford region is an area on the Central Coast of New South Wales, Australia, encompassing coastal, urban, and bushland communities traditionally associated with the Darkinjung people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gosford region
Target entity description: The Gosford region is an area on the Central Coast of New South Wales, Australia, encompassing coastal, urban, and bushland communities traditionally associated with the Darkinjung people.
  • A. Wyong region
    The Wyong region is a local area on the Central Coast of New South Wales, Australia, encompassing the town of Wyong and its surrounding communities.
  • B. Port Macquarie-Hastings region
    The Port Macquarie-Hastings region is a coastal local government area on the Mid North Coast of New South Wales, Australia, known for its beaches, waterways, and growing residential communities.
  • C. St George region
    The St George region is an important agricultural district in southern Queensland, Australia, known particularly for its large-scale irrigated cotton production.
  • D. Bathurst Region
    Bathurst Region is a local government area in New South Wales, Australia, best known for encompassing the city of Bathurst and the famous Mount Panorama motor racing circuit.
  • E. Lismore region
    The Lismore region is an area in northern New South Wales, Australia, traditionally inhabited by the Bundjalung people and known for its rich Aboriginal cultural heritage and subtropical landscapes.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasDemographicArea
Context triple: [Darkinjung people, hasDemographicArea, Gosford region]
  • A. hasDemographic
    Indicates that an entity is associated with or characterized by a particular demographic group or attribute.
  • B. hasDemographicPresenceIn chosen
    Indicates that a particular demographic group exists or is represented within a specified geographic area or population context.
  • C. hasDemographicCenter
    Indicates that an entity has a primary geographic location where the majority or core concentration of its associated population or demographic group is found.
  • D. hasCensusAreas
    Indicates that an entity is associated with one or more defined census areas used for demographic or statistical purposes.
  • E. demographicRegion
    Indicates that an entity is associated with, belongs to, or is characterized by a particular geographic or administrative region for demographic purposes.
  • F. None of above.

Provenance (6 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_69d86da2858c819090cc8481e7207b6e completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0b52682548190998d8b6a08982877 completed April 16, 2026, 10:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffa12f92e48190bc2886f4070cfc70 completed May 9, 2026, 9:03 p.m.
NEDg Description generation batch_69ffa417ee248190808b0fecfb58d705 completed May 9, 2026, 9:16 p.m.
NED2 Entity disambiguation (via description) batch_69ffa5372f248190827cdc4985fee1ef completed May 9, 2026, 9:20 p.m.
PD Predicate disambiguation batch_69e0053b847c8190945726c3ddac21cc completed April 15, 2026, 9:38 p.m.
Created at: April 10, 2026, 4:48 a.m.