Triple

T15048390
Position Surface form Disambiguated ID Type / Status
Subject Bega Valley E379290 entity
Predicate containsTown P847 FINISHED
Object Bemboka
Bemboka is a small rural town in New South Wales, Australia, situated near the foothills of the Great Dividing Range and known for its scenic dairy-farming countryside.
 E1156996 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: Bemboka | Statement: [Bega Valley, containsTown, Bemboka]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bemboka
Context triple: [Bega Valley, containsTown, Bemboka]
  • A. Talbingo
    Talbingo is a small town in New South Wales, Australia, located near the Snowy Mountains and associated with the Snowy Mountains Hydro-Electric Scheme.
  • B. Maranunga
    Maranunga is an alternative name for the Marranunggu, an Aboriginal Australian people traditionally associated with the Northern Territory.
  • C. Boorangoora
    Boorangoora is the Indigenous name for Lake McKenzie, a renowned perched freshwater lake on K'gari (Fraser Island) in Queensland, Australia, famous for its clear blue water and white silica sand.
  • D. Merimbula
    Merimbula is a coastal town in New South Wales, Australia, known for its beaches, lakes, and role as a popular holiday destination on the Sapphire Coast.
  • E. Mudjimba
    Mudjimba is a coastal suburb on Queensland’s Sunshine Coast in Australia, known for its beaches and relaxed seaside atmosphere.
  • 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: Bemboka
Triple: [Bega Valley, containsTown, Bemboka]
Generated description
Bemboka is a small rural town in New South Wales, Australia, situated near the foothills of the Great Dividing Range and known for its scenic dairy-farming countryside.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bemboka
Target entity description: Bemboka is a small rural town in New South Wales, Australia, situated near the foothills of the Great Dividing Range and known for its scenic dairy-farming countryside.
  • A. Talbingo
    Talbingo is a small town in New South Wales, Australia, located near the Snowy Mountains and associated with the Snowy Mountains Hydro-Electric Scheme.
  • B. Maranunga
    Maranunga is an alternative name for the Marranunggu, an Aboriginal Australian people traditionally associated with the Northern Territory.
  • C. Boorangoora
    Boorangoora is the Indigenous name for Lake McKenzie, a renowned perched freshwater lake on K'gari (Fraser Island) in Queensland, Australia, famous for its clear blue water and white silica sand.
  • D. Merimbula
    Merimbula is a coastal town in New South Wales, Australia, known for its beaches, lakes, and role as a popular holiday destination on the Sapphire Coast.
  • E. Mudjimba
    Mudjimba is a coastal suburb on Queensland’s Sunshine Coast in Australia, known for its beaches and relaxed seaside atmosphere.
  • 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_69d85cd64d108190853797a95c11cc45 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69deda8e64e48190873104a02a676ff3 completed April 15, 2026, 12:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff218f11008190bd4837f900746d1a completed May 9, 2026, 11:59 a.m.
NEDg Description generation batch_69ff2248c514819084cfe899478129d9 completed May 9, 2026, 12:02 p.m.
NED2 Entity disambiguation (via description) batch_69ff229cec3081908c7f904a09613d01 completed May 9, 2026, 12:03 p.m.
Created at: April 10, 2026, 3 a.m.