Triple

T15005087
Position Surface form Disambiguated ID Type / Status
Subject Byfield E377687 entity
Predicate hasNearbyLocality P3883 FINISHED
Object Bungundarra
Bungundarra is a rural locality in Central Queensland, Australia, known for its agricultural landscape and proximity to the coastal Byfield area.
 E1162774 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: Bungundarra | Statement: [Byfield, hasNearbyLocality, Bungundarra]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bungundarra
Context triple: [Byfield, hasNearbyLocality, Bungundarra]
  • A. Bunnaloo
    Bunnaloo is a small rural locality in the Riverina region of New South Wales, Australia, known for its agricultural surroundings and close-knit community.
  • B. Bungarang
    Bungarang is an alternative name for the Bangerang, an Aboriginal Australian people traditionally associated with parts of northern Victoria and southern New South Wales.
  • C. Burrungkuy
    Burrungkuy is a culturally significant Aboriginal rock art site and sandstone escarpment area in Kakadu National Park, Northern Territory, Australia.
  • D. Nimanburru
    Nimanburru are an Aboriginal Australian people traditionally associated with the coastal region of the Kimberley in Western Australia.
  • E. Murrurundi
    Murrurundi is a small rural town in New South Wales, Australia, known for its scenic setting in the Upper Hunter region and its historic buildings.
  • 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: Bungundarra
Triple: [Byfield, hasNearbyLocality, Bungundarra]
Generated description
Bungundarra is a rural locality in Central Queensland, Australia, known for its agricultural landscape and proximity to the coastal Byfield area.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bungundarra
Target entity description: Bungundarra is a rural locality in Central Queensland, Australia, known for its agricultural landscape and proximity to the coastal Byfield area.
  • A. Bunnaloo
    Bunnaloo is a small rural locality in the Riverina region of New South Wales, Australia, known for its agricultural surroundings and close-knit community.
  • B. Bungarang
    Bungarang is an alternative name for the Bangerang, an Aboriginal Australian people traditionally associated with parts of northern Victoria and southern New South Wales.
  • C. Burrungkuy
    Burrungkuy is a culturally significant Aboriginal rock art site and sandstone escarpment area in Kakadu National Park, Northern Territory, Australia.
  • D. Nimanburru
    Nimanburru are an Aboriginal Australian people traditionally associated with the coastal region of the Kimberley in Western Australia.
  • E. Murrurundi
    Murrurundi is a small rural town in New South Wales, Australia, known for its scenic setting in the Upper Hunter region and its historic buildings.
  • 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_69d85cd3a3c881908c71fc424d459c17 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded7322b5c81909089cbbf816e1436 completed April 15, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff3d39a0908190a27f7bbaee7a04ef completed May 9, 2026, 1:57 p.m.
NEDg Description generation batch_69ff417598a881908d906b7315dea2d6 completed May 9, 2026, 2:15 p.m.
NED2 Entity disambiguation (via description) batch_69ff41e95bf08190965a870acb72edb6 completed May 9, 2026, 2:17 p.m.
Created at: April 10, 2026, 2:54 a.m.