Triple

T20181266
Position Surface form Disambiguated ID Type / Status
Subject Western Port E492732 entity
Predicate hasAdjacentProtectedArea P8813 FINISHED
Object Langwarrin Flora and Fauna Reserve
Langwarrin Flora and Fauna Reserve is a protected natural area in Victoria, Australia, known for conserving native bushland, wildlife habitats, and diverse plant species.
E1452593 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: Langwarrin Flora and Fauna Reserve | Statement: [Western Port, hasAdjacentProtectedArea, Langwarrin Flora and Fauna Reserve]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Langwarrin Flora and Fauna Reserve
Context triple: [Western Port, hasAdjacentProtectedArea, Langwarrin Flora and Fauna Reserve]
  • A. Goorooyarroo Nature Reserve
    Goorooyarroo Nature Reserve is a protected natural area near Canberra known for its grassy woodlands, native wildlife, and conservation of threatened ecosystems.
  • B. Mugga Mugga Nature Reserve
    Mugga Mugga Nature Reserve is a protected natural area in Canberra, Australia, known for its grassy woodlands, native wildlife habitat, and role in local conservation and recreation.
  • C. Para Wirra Conservation Park
    Para Wirra Conservation Park is a protected natural reserve in South Australia known for its bushland, wildlife, and recreational walking trails within the Mount Lofty Ranges.
  • D. Whyalla Conservation Park
    Whyalla Conservation Park is a protected natural reserve near Whyalla in South Australia, known for its arid coastal landscapes, native vegetation, and local wildlife.
  • E. Lakefield National Park
    Lakefield National Park is one of Queensland’s largest and most remote protected areas, known for its diverse wetlands, abundant wildlife, and cultural significance on Australia’s Cape York Peninsula.
  • 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: Langwarrin Flora and Fauna Reserve
Triple: [Western Port, hasAdjacentProtectedArea, Langwarrin Flora and Fauna Reserve]
Generated description
Langwarrin Flora and Fauna Reserve is a protected natural area in Victoria, Australia, known for conserving native bushland, wildlife habitats, and diverse plant species.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Langwarrin Flora and Fauna Reserve
Target entity description: Langwarrin Flora and Fauna Reserve is a protected natural area in Victoria, Australia, known for conserving native bushland, wildlife habitats, and diverse plant species.
  • A. Goorooyarroo Nature Reserve
    Goorooyarroo Nature Reserve is a protected natural area near Canberra known for its grassy woodlands, native wildlife, and conservation of threatened ecosystems.
  • B. Mugga Mugga Nature Reserve
    Mugga Mugga Nature Reserve is a protected natural area in Canberra, Australia, known for its grassy woodlands, native wildlife habitat, and role in local conservation and recreation.
  • C. Para Wirra Conservation Park
    Para Wirra Conservation Park is a protected natural reserve in South Australia known for its bushland, wildlife, and recreational walking trails within the Mount Lofty Ranges.
  • D. Whyalla Conservation Park
    Whyalla Conservation Park is a protected natural reserve near Whyalla in South Australia, known for its arid coastal landscapes, native vegetation, and local wildlife.
  • E. Lakefield National Park
    Lakefield National Park is one of Queensland’s largest and most remote protected areas, known for its diverse wetlands, abundant wildlife, and cultural significance on Australia’s Cape York Peninsula.
  • 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_69da6268a034819081cbd9ea5a1c9475 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e668eed2e88190b54b15e6545dbdf8 completed April 20, 2026, 5:57 p.m.
NED1 Entity disambiguation (via context triple) batch_6a09005a39f081909521cf929d032df9 completed May 16, 2026, 11:40 p.m.
NEDg Description generation batch_6a09016ee480819085bfe8ab3ee79b88 completed May 16, 2026, 11:44 p.m.
NED2 Entity disambiguation (via description) batch_6a09024abbd081908d47b3f9f5d28561 completed May 16, 2026, 11:48 p.m.
Created at: April 11, 2026, 11:36 p.m.