Triple

T17983579
Position Surface form Disambiguated ID Type / Status
Subject Richmond, New South Wales E430166 entity
Predicate hasFacility P105 FINISHED
Object RAAF Base Richmond
RAAF Base Richmond is a major Royal Australian Air Force base in New South Wales that serves as a key hub for airlift and transport operations.
 E1300028 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: RAAF Base Richmond | Statement: [Richmond, New South Wales, hasFacility, RAAF Base Richmond]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: RAAF Base Richmond
Context triple: [Richmond, New South Wales, hasFacility, RAAF Base Richmond]
  • A. RAAF Base Amberley
    RAAF Base Amberley is the Royal Australian Air Force’s largest operational air base, serving as a major hub for air combat, airlift, and support operations in Queensland, Australia.
  • B. RAAF Base Fairbairn
    RAAF Base Fairbairn is a former Royal Australian Air Force base in Canberra that now functions primarily as a mixed-use precinct with government, aviation, and commercial facilities.
  • C. RAAF Base Edinburgh
    RAAF Base Edinburgh is a major Royal Australian Air Force installation in South Australia, best known as a hub for maritime patrol, surveillance, and intelligence operations.
  • D. RAAF Base Williamtown
    RAAF Base Williamtown is a major Royal Australian Air Force installation in New South Wales that serves as the country’s primary fighter base and home to its frontline combat aircraft.
  • E. RAAF Williams, Point Cook
    RAAF Williams, Point Cook is a historic Royal Australian Air Force base near Melbourne, widely regarded as the birthplace of military aviation in Australia and home to the RAAF Museum.
  • 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: RAAF Base Richmond
Triple: [Richmond, New South Wales, hasFacility, RAAF Base Richmond]
Generated description
RAAF Base Richmond is a major Royal Australian Air Force base in New South Wales that serves as a key hub for airlift and transport operations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: RAAF Base Richmond
Target entity description: RAAF Base Richmond is a major Royal Australian Air Force base in New South Wales that serves as a key hub for airlift and transport operations.
  • A. RAAF Base Amberley
    RAAF Base Amberley is the Royal Australian Air Force’s largest operational air base, serving as a major hub for air combat, airlift, and support operations in Queensland, Australia.
  • B. RAAF Base Fairbairn
    RAAF Base Fairbairn is a former Royal Australian Air Force base in Canberra that now functions primarily as a mixed-use precinct with government, aviation, and commercial facilities.
  • C. RAAF Base Edinburgh
    RAAF Base Edinburgh is a major Royal Australian Air Force installation in South Australia, best known as a hub for maritime patrol, surveillance, and intelligence operations.
  • D. RAAF Base Williamtown
    RAAF Base Williamtown is a major Royal Australian Air Force installation in New South Wales that serves as the country’s primary fighter base and home to its frontline combat aircraft.
  • E. RAAF Williams, Point Cook
    RAAF Williams, Point Cook is a historic Royal Australian Air Force base near Melbourne, widely regarded as the birthplace of military aviation in Australia and home to the RAAF Museum.
  • 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_69d8b90364248190a37381adea932f42 completed April 10, 2026, 8:46 a.m.
NER Named-entity recognition batch_69e4b2992fe481908c0d2757b4de5bad completed April 19, 2026, 10:46 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0337a70d808190a86d49ee85adf4c5 completed May 12, 2026, 2:22 p.m.
NEDg Description generation batch_6a033ca5e4c08190b7de8ab2d4fb8e3b completed May 12, 2026, 2:43 p.m.
NED2 Entity disambiguation (via description) batch_6a033daf5b948190926f2925b8e3cc84 completed May 12, 2026, 2:48 p.m.
Created at: April 10, 2026, 10:23 a.m.