Triple

T14221035
Position Surface form Disambiguated ID Type / Status
Subject Snowy Valleys Council E352490 entity
Predicate containsTown P847 FINISHED
Object Tumbarumba
Tumbarumba is a small rural town in the Snowy Mountains region of New South Wales, Australia, known for its timber industry, cool-climate vineyards, and proximity to alpine landscapes.
E1131433 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: Tumbarumba | Statement: [Snowy Valleys Council, containsTown, Tumbarumba]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Tumbarumba
Context triple: [Snowy Valleys Council, containsTown, Tumbarumba]
  • A. Bundarra
    Bundarra is a small rural town in the New England region of New South Wales, Australia, known for its historic buildings and surrounding agricultural countryside.
  • B. Cunnamulla
    Cunnamulla is a small outback town in southwestern Queensland, Australia, known for its sheep and cattle grazing, artesian bore baths, and role as a service centre for the surrounding rural region.
  • C. Gilgandra
    Gilgandra is a rural town in New South Wales, Australia, known as a service and agricultural centre on the western plains.
  • D. Cootamundra
    Cootamundra is a regional town in New South Wales, Australia, known for its agricultural industry and as the birthplace of cricket legend Sir Donald Bradman.
  • E. Merredin
    Merredin is a rural service town in Western Australia known as a key agricultural and transport hub in the state’s Wheatbelt.
  • 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: Tumbarumba
Triple: [Snowy Valleys Council, containsTown, Tumbarumba]
Generated description
Tumbarumba is a small rural town in the Snowy Mountains region of New South Wales, Australia, known for its timber industry, cool-climate vineyards, and proximity to alpine landscapes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Tumbarumba
Target entity description: Tumbarumba is a small rural town in the Snowy Mountains region of New South Wales, Australia, known for its timber industry, cool-climate vineyards, and proximity to alpine landscapes.
  • A. Bundarra
    Bundarra is a small rural town in the New England region of New South Wales, Australia, known for its historic buildings and surrounding agricultural countryside.
  • B. Cunnamulla
    Cunnamulla is a small outback town in southwestern Queensland, Australia, known for its sheep and cattle grazing, artesian bore baths, and role as a service centre for the surrounding rural region.
  • C. Gilgandra
    Gilgandra is a rural town in New South Wales, Australia, known as a service and agricultural centre on the western plains.
  • D. Cootamundra
    Cootamundra is a regional town in New South Wales, Australia, known for its agricultural industry and as the birthplace of cricket legend Sir Donald Bradman.
  • E. Merredin
    Merredin is a rural service town in Western Australia known as a key agricultural and transport hub in the state’s Wheatbelt.
  • 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_69d8278a06e481908b5d6af0a8afe737 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6213801c8190a47705cd890b9ae7 completed April 14, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe967cea3c81909d9b600501897a41 completed May 9, 2026, 2:05 a.m.
NEDg Description generation batch_69fe978c4e34819096ae7e486a517a66 completed May 9, 2026, 2:10 a.m.
NED2 Entity disambiguation (via description) batch_69fe97f01e4881908380b8796d016c25 completed May 9, 2026, 2:12 a.m.
Created at: April 10, 2026, 1:06 a.m.