Triple

T14826430
Position Surface form Disambiguated ID Type / Status
Subject Forbes Shire E348585 entity
Predicate containsLocality P45140 FINISHED
Object Wirrimbah
Wirrimbah is a rural locality situated within the Forbes Shire local government area in New South Wales, Australia.
 E1162764 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: Wirrimbah | Statement: [Forbes Shire, containsLocality, Wirrimbah]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wirrimbah
Context triple: [Forbes Shire, containsLocality, Wirrimbah]
  • A. Yemmerrawanne
    Yemmerrawanne was an Aboriginal Australian man from the Eora nation who, alongside Bennelong, was taken to England in the late 18th century as one of the first Indigenous Australians to visit Europe.
  • B. Yarrawamba
    Yarrawamba is a rural locality within the Ipswich City Council area in Queensland, Australia.
  • C. Warrimoo
    Warrimoo is a small residential village in the Lower Blue Mountains region of New South Wales, Australia, known for its bushland setting and commuter access to Sydney.
  • D. Goongarrie
    Goongarrie is a small rural locality in Western Australia known historically for gold mining and its proximity to the Goongarrie National Park.
  • E. Nurragingy
    Nurragingy was a prominent Darug Aboriginal leader and landholder in the early colonial period around what is now western Sydney, 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: Wirrimbah
Triple: [Forbes Shire, containsLocality, Wirrimbah]
Generated description
Wirrimbah is a rural locality situated within the Forbes Shire local government area in New South Wales, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Wirrimbah
Target entity description: Wirrimbah is a rural locality situated within the Forbes Shire local government area in New South Wales, Australia.
  • A. Yemmerrawanne
    Yemmerrawanne was an Aboriginal Australian man from the Eora nation who, alongside Bennelong, was taken to England in the late 18th century as one of the first Indigenous Australians to visit Europe.
  • B. Yarrawamba
    Yarrawamba is a rural locality within the Ipswich City Council area in Queensland, Australia.
  • C. Warrimoo
    Warrimoo is a small residential village in the Lower Blue Mountains region of New South Wales, Australia, known for its bushland setting and commuter access to Sydney.
  • D. Goongarrie
    Goongarrie is a small rural locality in Western Australia known historically for gold mining and its proximity to the Goongarrie National Park.
  • E. Nurragingy
    Nurragingy was a prominent Darug Aboriginal leader and landholder in the early colonial period around what is now western Sydney, 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_69ff3d39a0908190a27f7bbaee7a04ef completed May 9, 2026, 1:57 p.m.
NEDg Description generation batch_69ff417598a881908d906b7315dea2d6 completed May 9, 2026, 2:15 p.m.
NED2 Entity disambiguation (via description) batch_69ff41e95bf08190965a870acb72edb6 completed May 9, 2026, 2:17 p.m.
Created at: April 10, 2026, 1:51 a.m.