Triple

T14826422
Position Surface form Disambiguated ID Type / Status
Subject Forbes Shire E348585 entity
Predicate containsLocality P45140 FINISHED
Object Warroo
Warroo is a small rural locality situated within the Forbes Shire region of New South Wales, Australia.
 E1122728 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: Warroo | Statement: [Forbes Shire, containsLocality, Warroo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Warroo
Context triple: [Forbes Shire, containsLocality, Warroo]
  • A. Warrau
    Warrau is an indigenous language spoken by the Warao people of the Orinoco Delta region in Venezuela and neighboring areas.
  • B. Barooga
    Barooga is a small town in southern New South Wales, Australia, known for its Murray River location and recreational attractions such as golf courses and riverfront activities.
  • C. Wulkuraka
    Wulkuraka is a suburban locality in the city of Ipswich, Queensland, Australia, known primarily as a residential area with rail infrastructure and access to nearby urban amenities.
  • D. Wurtulla
    Wurtulla is a coastal suburb on Queensland’s Sunshine Coast in Australia, known for its long sandy beaches and residential communities.
  • E. Nyoongar
    Nyoongar is an Aboriginal Australian language traditionally spoken by the Noongar people of southwestern Western Australia.
  • 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: Warroo
Triple: [Forbes Shire, containsLocality, Warroo]
Generated description
Warroo is a small rural locality situated within the Forbes Shire region of New South Wales, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Warroo
Target entity description: Warroo is a small rural locality situated within the Forbes Shire region of New South Wales, Australia.
  • A. Warrau
    Warrau is an indigenous language spoken by the Warao people of the Orinoco Delta region in Venezuela and neighboring areas.
  • B. Barooga
    Barooga is a small town in southern New South Wales, Australia, known for its Murray River location and recreational attractions such as golf courses and riverfront activities.
  • C. Wulkuraka
    Wulkuraka is a suburban locality in the city of Ipswich, Queensland, Australia, known primarily as a residential area with rail infrastructure and access to nearby urban amenities.
  • D. Wurtulla
    Wurtulla is a coastal suburb on Queensland’s Sunshine Coast in Australia, known for its long sandy beaches and residential communities.
  • E. Nyoongar
    Nyoongar is an Aboriginal Australian language traditionally spoken by the Noongar people of southwestern Western Australia.
  • 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_69d822eb8f588190bf53445e730a934f completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded0713700819097bbb0352650984b completed April 14, 2026, 11:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe389f48cc819089d860f0208dd465 completed May 8, 2026, 7:25 p.m.
NEDg Description generation batch_69fe3a2167348190bb428c7f23ec9748 completed May 8, 2026, 7:31 p.m.
NED2 Entity disambiguation (via description) batch_69fe3aee9d248190b202c7252f290f38 completed May 8, 2026, 7:35 p.m.
Created at: April 10, 2026, 1:51 a.m.