Triple

T1771540
Position Surface form Disambiguated ID Type / Status
Subject RAAF Base Williamtown E38884 entity
Predicate hosts P186 FINISHED
Object RAAF PC-21 aircraft (for JTAC support via No. 4 Squadron)
The RAAF PC-21 aircraft used by No. 4 Squadron are advanced turboprop trainers configured to provide close air support training and airborne support to Joint Terminal Attack Controllers (JTACs).
E200152 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 PC-21 aircraft (for JTAC support via No. 4 Squadron) | Statement: [RAAF Base Williamtown, hosts, RAAF PC-21 aircraft (for JTAC support via No. 4 Squadron)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: RAAF PC-21 aircraft (for JTAC support via No. 4 Squadron)
Context triple: [RAAF Base Williamtown, hosts, RAAF PC-21 aircraft (for JTAC support via No. 4 Squadron)]
  • A. 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.
  • B. C-27J Spartan aircraft
    The C-27J Spartan aircraft is a twin-engine tactical military transport plane known for its short takeoff and landing capability, rugged design, and versatile cargo and troop-carrying roles.
  • C. CF-18 Hornet
    The CF-18 Hornet is a Canadian variant of the McDonnell Douglas F/A-18 fighter aircraft, used as a multirole combat jet for air defense and ground attack missions.
  • D. Australian Army Aviation Corps
    The Australian Army Aviation Corps is the branch of the Australian Army responsible for providing battlefield aviation capabilities, including reconnaissance, transport, and armed support using rotary- and fixed-wing aircraft.
  • E. PA474 (RAF Battle of Britain Memorial Flight)
    PA474 is one of only two airworthy Avro Lancaster bombers in the world, operated by the RAF Battle of Britain Memorial Flight as a flying memorial to those who served in Bomber Command during the Second World War.
  • 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 PC-21 aircraft (for JTAC support via No. 4 Squadron)
Triple: [RAAF Base Williamtown, hosts, RAAF PC-21 aircraft (for JTAC support via No. 4 Squadron)]
Generated description
The RAAF PC-21 aircraft used by No. 4 Squadron are advanced turboprop trainers configured to provide close air support training and airborne support to Joint Terminal Attack Controllers (JTACs).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: RAAF PC-21 aircraft (for JTAC support via No. 4 Squadron)
Target entity description: The RAAF PC-21 aircraft used by No. 4 Squadron are advanced turboprop trainers configured to provide close air support training and airborne support to Joint Terminal Attack Controllers (JTACs).
  • A. 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.
  • B. C-27J Spartan aircraft
    The C-27J Spartan aircraft is a twin-engine tactical military transport plane known for its short takeoff and landing capability, rugged design, and versatile cargo and troop-carrying roles.
  • C. CF-18 Hornet
    The CF-18 Hornet is a Canadian variant of the McDonnell Douglas F/A-18 fighter aircraft, used as a multirole combat jet for air defense and ground attack missions.
  • D. Australian Army Aviation Corps
    The Australian Army Aviation Corps is the branch of the Australian Army responsible for providing battlefield aviation capabilities, including reconnaissance, transport, and armed support using rotary- and fixed-wing aircraft.
  • E. PA474 (RAF Battle of Britain Memorial Flight)
    PA474 is one of only two airworthy Avro Lancaster bombers in the world, operated by the RAF Battle of Britain Memorial Flight as a flying memorial to those who served in Bomber Command during the Second World War.
  • 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_69ada995dab48190b7efcf1007fc9d5f completed March 8, 2026, 4:53 p.m.
NEDg Description generation batch_69adaab3b5008190ba5a07636fe3f2eb completed March 8, 2026, 4:58 p.m.
NED2 Entity disambiguation (via description) batch_69adaea83bfc8190a526d5f2bd460e4c completed March 8, 2026, 5:15 p.m.
Created at: March 4, 2026, 7:31 p.m.