Triple

T1548445
Position Surface form Disambiguated ID Type / Status
Subject Swan Hill E33031 entity
Predicate locatedIn P40 FINISHED
Object Mallee region
The Mallee region is a semi-arid agricultural and rural area in northwestern Victoria, Australia, known for its distinctive mallee eucalypt vegetation and grain farming.
E175845 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: Mallee region | Statement: [Swan Hill, locatedIn, Mallee region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mallee region
Context triple: [Swan Hill, locatedIn, Mallee region]
  • A. Adelaide Plains
    Adelaide Plains is a fertile low-lying region in South Australia encompassing and surrounding the city of Adelaide, known for its agriculture and urban development.
  • B. Goldfields-Esperance region
    The Goldfields-Esperance region is a vast, sparsely populated area in southeastern Western Australia known for its major gold mining industry and the coastal town of Esperance.
  • C. Central Tablelands
    The Central Tablelands is a region of New South Wales, Australia, characterized by elevated plateaus, rural towns, and a mix of agricultural and natural landscapes west of the Great Dividing Range.
  • D. 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.
  • E. Coorong region
    The Coorong region is a coastal lagoon and wetland area in South Australia renowned for its rich biodiversity and deep cultural significance to the Ngarrindjeri people.
  • 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: Mallee region
Triple: [Swan Hill, locatedIn, Mallee region]
Generated description
The Mallee region is a semi-arid agricultural and rural area in northwestern Victoria, Australia, known for its distinctive mallee eucalypt vegetation and grain farming.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mallee region
Target entity description: The Mallee region is a semi-arid agricultural and rural area in northwestern Victoria, Australia, known for its distinctive mallee eucalypt vegetation and grain farming.
  • A. Adelaide Plains
    Adelaide Plains is a fertile low-lying region in South Australia encompassing and surrounding the city of Adelaide, known for its agriculture and urban development.
  • B. Goldfields-Esperance region
    The Goldfields-Esperance region is a vast, sparsely populated area in southeastern Western Australia known for its major gold mining industry and the coastal town of Esperance.
  • C. Central Tablelands
    The Central Tablelands is a region of New South Wales, Australia, characterized by elevated plateaus, rural towns, and a mix of agricultural and natural landscapes west of the Great Dividing Range.
  • D. 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.
  • E. Coorong region
    The Coorong region is a coastal lagoon and wetland area in South Australia renowned for its rich biodiversity and deep cultural significance to the Ngarrindjeri people.
  • 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_69a885ee6db8819099502bc5ce8af881 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a90856642c81909d88a679eb265b10 completed March 5, 2026, 4:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad30a073bc8190a269cb036775dfe4 completed March 8, 2026, 8:17 a.m.
NEDg Description generation batch_69ad31185d6c8190b833943c412d3f96 completed March 8, 2026, 8:19 a.m.
NED2 Entity disambiguation (via description) batch_69ad31d1f9648190b9da156484062608 completed March 8, 2026, 8:22 a.m.
Created at: March 4, 2026, 7:26 p.m.