Triple

T3545477
Position Surface form Disambiguated ID Type / Status
Subject Goulburn E74985 entity
Predicate region P40 FINISHED
Object Goulburn Mulwaree
Goulburn Mulwaree is a local government area in the Southern Tablelands of New South Wales, Australia, centered on the regional city of Goulburn and its surrounding rural communities.
E370875 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: Goulburn Mulwaree | Statement: [Goulburn, region, Goulburn Mulwaree]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Goulburn Mulwaree
Context triple: [Goulburn, region, Goulburn Mulwaree]
  • A. Goulburn Valley
    Goulburn Valley is a fertile agricultural region in north-central Victoria, Australia, traditionally belonging to the Yorta Yorta people and known for its fruit growing and dairy production.
  • B. Queanbeyan–Palerang region
    The Queanbeyan–Palerang region is a local government area in southeastern New South Wales, Australia, encompassing rural communities, historic towns, and growing urban centres adjacent to the Australian Capital Territory.
  • C. Clarence Valley
    Clarence Valley is a local government area in northern New South Wales, Australia, known for its rural towns, river systems, and coastal landscapes.
  • D. Goulburn
    Goulburn is a regional city in New South Wales, Australia, known as one of the country’s earliest inland settlements and a key agricultural and transport hub.
  • E. Murrumbidgee Shire
    Murrumbidgee Shire is a local government area in the Riverina region of New South Wales, Australia, known for its irrigated agriculture and rural communities including the town of Coleambally.
  • 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: Goulburn Mulwaree
Triple: [Goulburn, region, Goulburn Mulwaree]
Generated description
Goulburn Mulwaree is a local government area in the Southern Tablelands of New South Wales, Australia, centered on the regional city of Goulburn and its surrounding rural communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Goulburn Mulwaree
Target entity description: Goulburn Mulwaree is a local government area in the Southern Tablelands of New South Wales, Australia, centered on the regional city of Goulburn and its surrounding rural communities.
  • A. Goulburn Valley
    Goulburn Valley is a fertile agricultural region in north-central Victoria, Australia, traditionally belonging to the Yorta Yorta people and known for its fruit growing and dairy production.
  • B. Queanbeyan–Palerang region
    The Queanbeyan–Palerang region is a local government area in southeastern New South Wales, Australia, encompassing rural communities, historic towns, and growing urban centres adjacent to the Australian Capital Territory.
  • C. Clarence Valley
    Clarence Valley is a local government area in northern New South Wales, Australia, known for its rural towns, river systems, and coastal landscapes.
  • D. Goulburn
    Goulburn is a regional city in New South Wales, Australia, known as one of the country’s earliest inland settlements and a key agricultural and transport hub.
  • E. Murrumbidgee Shire
    Murrumbidgee Shire is a local government area in the Riverina region of New South Wales, Australia, known for its irrigated agriculture and rural communities including the town of Coleambally.
  • 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_69ad85d274cc8190ab59c97298a1cfbf completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adbf77d938819095c72a88b5af644a completed March 8, 2026, 6:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69b402dfb0688190a65b41c8dc13ee97 completed March 13, 2026, 12:28 p.m.
NEDg Description generation batch_69b403ebb5c0819098a48cfa9001c656 completed March 13, 2026, 12:32 p.m.
NED2 Entity disambiguation (via description) batch_69b4086ab034819086c5fa7d4b172d75 completed March 13, 2026, 12:51 p.m.
Created at: March 8, 2026, 3:20 p.m.