Triple

T1771531
Position Surface form Disambiguated ID Type / Status
Subject RAAF Base Williamtown E38884 entity
Predicate garrison P75 FINISHED
Object No. 81 Wing RAAF
No. 81 Wing RAAF is a Royal Australian Air Force formation responsible for operating and supporting frontline fighter aircraft, including the F-35A Lightning II, as part of Australia’s air combat capability.
 E219974 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: No. 81 Wing RAAF | Statement: [RAAF Base Williamtown, garrison, No. 81 Wing RAAF]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: No. 81 Wing RAAF
Context triple: [RAAF Base Williamtown, garrison, No. 81 Wing RAAF]
  • A. No. 82 Wing RAAF
    No. 82 Wing RAAF is a Royal Australian Air Force formation responsible for operating and supporting Australia’s strike and bomber aircraft capabilities.
  • B. No. 86 Wing RAAF
    No. 86 Wing RAAF is a Royal Australian Air Force formation responsible for air mobility operations, including transport and air-to-air refuelling, primarily based at RAAF Base Amberley.
  • C. No. 1 Wing RAAF
    No. 1 Wing RAAF is a Royal Australian Air Force formation responsible for operating and supporting air combat and related capabilities from its base at RAAF Base Amberley.
  • D. No. 23 Squadron RAAF
    No. 23 Squadron RAAF is a Royal Australian Air Force unit that provides airbase support and operational services, historically including both flying and ground-based roles.
  • E. No. 295 Squadron RAAF
    No. 295 Squadron RAAF is a Royal Australian Air Force unit based at RAAF Base Amberley, primarily responsible for training and operational support functions.
  • 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: No. 81 Wing RAAF
Triple: [RAAF Base Williamtown, garrison, No. 81 Wing RAAF]
Generated description
No. 81 Wing RAAF is a Royal Australian Air Force formation responsible for operating and supporting frontline fighter aircraft, including the F-35A Lightning II, as part of Australia’s air combat capability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: No. 81 Wing RAAF
Target entity description: No. 81 Wing RAAF is a Royal Australian Air Force formation responsible for operating and supporting frontline fighter aircraft, including the F-35A Lightning II, as part of Australia’s air combat capability.
  • A. No. 82 Wing RAAF
    No. 82 Wing RAAF is a Royal Australian Air Force formation responsible for operating and supporting Australia’s strike and bomber aircraft capabilities.
  • B. No. 86 Wing RAAF
    No. 86 Wing RAAF is a Royal Australian Air Force formation responsible for air mobility operations, including transport and air-to-air refuelling, primarily based at RAAF Base Amberley.
  • C. No. 1 Wing RAAF
    No. 1 Wing RAAF is a Royal Australian Air Force formation responsible for operating and supporting air combat and related capabilities from its base at RAAF Base Amberley.
  • D. No. 23 Squadron RAAF
    No. 23 Squadron RAAF is a Royal Australian Air Force unit that provides airbase support and operational services, historically including both flying and ground-based roles.
  • E. No. 295 Squadron RAAF
    No. 295 Squadron RAAF is a Royal Australian Air Force unit based at RAAF Base Amberley, primarily responsible for training and operational support functions.
  • 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_69a8862e61708190af97b9838cc3f5de completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa648fe908819098fd27b74b17fabb completed March 6, 2026, 5:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69adfb98fee88190804f368b484c7305 completed March 8, 2026, 10:43 p.m.
NEDg Description generation batch_69adfc81697c8190b0dd847649f28923 completed March 8, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69adfdc8a7f481909b2ee0b4444cf4b9 completed March 8, 2026, 10:52 p.m.
Created at: March 4, 2026, 7:31 p.m.