Triple

T7628099
Position Surface form Disambiguated ID Type / Status
Subject Bangerang people E172686 entity
Predicate hasModernCommunity P37573 FINISHED
Object Wangaratta region
The Wangaratta region is an area in northeastern Victoria, Australia, encompassing the city of Wangaratta and surrounding rural districts, known for its agricultural production, wine industry, and significance to the Bangerang people.
E682186 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: Wangaratta region | Statement: [Bangerang people, hasModernCommunity, Wangaratta region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wangaratta region
Context triple: [Bangerang people, hasModernCommunity, Wangaratta region]
  • A. Gascoyne region
    The Gascoyne region is a sparsely populated coastal area of Western Australia known for its arid landscapes, pastoral stations, and tourism hubs such as Carnarvon and Exmouth near Ningaloo Reef.
  • B. Maranoa Region
    Maranoa Region is a local government area in southwestern Queensland, Australia, known for its agricultural production, resource industries, and rural communities centered around towns such as Roma.
  • C. Murray region
    The Murray region is a rural area in New South Wales, Australia, centered around the Murray River and known for agriculture, irrigation, and cross-border links with Victoria.
  • D. Lockyer Valley Region
    Lockyer Valley Region is a local government area in South East Queensland, Australia, known for its fertile agricultural land and rural communities between Brisbane and Toowoomba.
  • E. MacDonnell Region
    MacDonnell Region is a local government area in Australia's Northern Territory known for its vast desert landscapes, remote Indigenous communities, and iconic natural attractions near Alice Springs.
  • 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: Wangaratta region
Triple: [Bangerang people, hasModernCommunity, Wangaratta region]
Generated description
The Wangaratta region is an area in northeastern Victoria, Australia, encompassing the city of Wangaratta and surrounding rural districts, known for its agricultural production, wine industry, and significance to the Bangerang people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wangaratta region
Target entity description: The Wangaratta region is an area in northeastern Victoria, Australia, encompassing the city of Wangaratta and surrounding rural districts, known for its agricultural production, wine industry, and significance to the Bangerang people.
  • A. Gascoyne region
    The Gascoyne region is a sparsely populated coastal area of Western Australia known for its arid landscapes, pastoral stations, and tourism hubs such as Carnarvon and Exmouth near Ningaloo Reef.
  • B. Maranoa Region
    Maranoa Region is a local government area in southwestern Queensland, Australia, known for its agricultural production, resource industries, and rural communities centered around towns such as Roma.
  • C. Murray region
    The Murray region is a rural area in New South Wales, Australia, centered around the Murray River and known for agriculture, irrigation, and cross-border links with Victoria.
  • D. Lockyer Valley Region
    Lockyer Valley Region is a local government area in South East Queensland, Australia, known for its fertile agricultural land and rural communities between Brisbane and Toowoomba.
  • E. MacDonnell Region
    MacDonnell Region is a local government area in Australia's Northern Territory known for its vast desert landscapes, remote Indigenous communities, and iconic natural attractions near Alice Springs.
  • 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_69c699517e348190bd3348b6889200f2 completed March 27, 2026, 2:50 p.m.
NER Named-entity recognition batch_69c6fa831f508190ab2f72326cdf4497 completed March 27, 2026, 9:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8ac8d59048190948eebf6f5979cf9 completed March 29, 2026, 4:37 a.m.
NEDg Description generation batch_69c8add4153081909f8d77b019a64a2f completed March 29, 2026, 4:43 a.m.
NED2 Entity disambiguation (via description) batch_69c8ae60b30881908c100ae489d6577e completed March 29, 2026, 4:45 a.m.
Created at: March 27, 2026, 3:56 p.m.