Triple

T19673168
Position Surface form Disambiguated ID Type / Status
Subject Southwestern Australia E472384 entity
Predicate hasEcoregion P948 FINISHED
Object Geraldton Sandplains
Geraldton Sandplains is a biodiverse coastal ecoregion in Western Australia characterized by extensive sandplains, heathlands, and a high number of endemic plant species.
E1392135 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: Geraldton Sandplains | Statement: [Southwestern Australia, hasEcoregion, Geraldton Sandplains]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Geraldton Sandplains
Context triple: [Southwestern Australia, hasEcoregion, Geraldton Sandplains]
  • A. Mitchell Limestone Plain
    The Mitchell Limestone Plain is a geologic region in southern Indiana characterized by extensive limestone bedrock and karst features such as caves and sinkholes.
  • B. Nullarbor Plain
    The Nullarbor Plain is a vast, arid limestone plateau in southern Australia known for its treeless landscape and dramatic coastal cliffs along the Great Australian Bight.
  • C. Pilbara desert region
    The Pilbara desert region is a vast, sparsely populated area in northwestern Western Australia known for its arid landscapes, ancient rock formations, and rich mineral resources, particularly iron ore.
  • D. 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.
  • E. Pilbara shrublands
    Pilbara shrublands are a dry, sparsely vegetated ecoregion in Western Australia characterized by arid climate, rocky ranges, and hardy shrub and grass communities adapted to extreme conditions.
  • 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: Geraldton Sandplains
Triple: [Southwestern Australia, hasEcoregion, Geraldton Sandplains]
Generated description
Geraldton Sandplains is a biodiverse coastal ecoregion in Western Australia characterized by extensive sandplains, heathlands, and a high number of endemic plant species.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Geraldton Sandplains
Target entity description: Geraldton Sandplains is a biodiverse coastal ecoregion in Western Australia characterized by extensive sandplains, heathlands, and a high number of endemic plant species.
  • A. Mitchell Limestone Plain
    The Mitchell Limestone Plain is a geologic region in southern Indiana characterized by extensive limestone bedrock and karst features such as caves and sinkholes.
  • B. Nullarbor Plain
    The Nullarbor Plain is a vast, arid limestone plateau in southern Australia known for its treeless landscape and dramatic coastal cliffs along the Great Australian Bight.
  • C. Pilbara desert region
    The Pilbara desert region is a vast, sparsely populated area in northwestern Western Australia known for its arid landscapes, ancient rock formations, and rich mineral resources, particularly iron ore.
  • D. 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.
  • E. Pilbara shrublands
    Pilbara shrublands are a dry, sparsely vegetated ecoregion in Western Australia characterized by arid climate, rocky ranges, and hardy shrub and grass communities adapted to extreme conditions.
  • 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_69d8e514f2e08190ba70a4449519d218 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e6416d61008190af531c6d346d7da1 completed April 20, 2026, 3:08 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07b4e127c481909de5da375990a7b1 completed May 16, 2026, 12:05 a.m.
NEDg Description generation batch_6a07b5b7591081908ee753204b333dbf completed May 16, 2026, 12:09 a.m.
NED2 Entity disambiguation (via description) batch_6a07b62591e4819096debaf399d805a3 completed May 16, 2026, 12:11 a.m.
Created at: April 10, 2026, 1:45 p.m.