Triple

T4232011
Position Surface form Disambiguated ID Type / Status
Subject F88 Austeyr E94600 entity
Predicate hasSuccessor P78 FINISHED
Object F90 rifle
The F90 rifle is a modern Australian bullpup assault rifle developed as an improved, lighter, and more modular evolution of the Steyr AUG platform for military service.
E94600 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: F90 rifle | Statement: [F88 Austeyr, hasSuccessor, F90 rifle]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: F90 rifle
Context triple: [F88 Austeyr, hasSuccessor, F90 rifle]
  • A. Type 99 rifle
    The Type 99 rifle was a World War II-era Japanese bolt-action military rifle known for its robust design, use of 7.7×58mm ammunition, and service as a standard infantry weapon in the later years of the war.
  • B. F88 Austeyr rifle
    The F88 Austeyr rifle is the standard-issue, Australian-licensed variant of the Steyr AUG bullpup assault rifle, widely used by the Australian Defence Force.
  • C. M16 rifle
    The M16 rifle is a lightweight, 5.56×45mm NATO, gas-operated assault rifle that has been a standard-issue infantry weapon for the U.S. military and many allied forces since the Vietnam War era.
  • D. Beryl assault rifle
    The Beryl assault rifle is a Polish-designed 5.56×45mm NATO service rifle widely used as the primary infantry weapon of Poland’s armed forces.
  • E. Carcano rifle
    The Carcano rifle is an Italian bolt-action military rifle most widely known as the weapon used by Lee Harvey Oswald in the assassination of U.S. President John F. Kennedy.
  • 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: F90 rifle
Triple: [F88 Austeyr, hasSuccessor, F90 rifle]
Generated description
The F90 rifle is a modern Australian bullpup assault rifle developed as an improved, lighter, and more modular evolution of the Steyr AUG platform for military service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: F90 rifle
Target entity description: The F90 rifle is a modern Australian bullpup assault rifle developed as an improved, lighter, and more modular evolution of the Steyr AUG platform for military service.
  • A. Type 99 rifle
    The Type 99 rifle was a World War II-era Japanese bolt-action military rifle known for its robust design, use of 7.7×58mm ammunition, and service as a standard infantry weapon in the later years of the war.
  • B. F88 Austeyr rifle chosen
    The F88 Austeyr rifle is the standard-issue, Australian-licensed variant of the Steyr AUG bullpup assault rifle, widely used by the Australian Defence Force.
  • C. M16 rifle
    The M16 rifle is a lightweight, 5.56×45mm NATO, gas-operated assault rifle that has been a standard-issue infantry weapon for the U.S. military and many allied forces since the Vietnam War era.
  • D. Beryl assault rifle
    The Beryl assault rifle is a Polish-designed 5.56×45mm NATO service rifle widely used as the primary infantry weapon of Poland’s armed forces.
  • E. Carcano rifle
    The Carcano rifle is an Italian bolt-action military rifle most widely known as the weapon used by Lee Harvey Oswald in the assassination of U.S. President John F. Kennedy.
  • F. None of above.

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_69b34537cc6481909cd0a96acbb33ef7 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b34e642aac8190977dd101e27afcbb completed March 12, 2026, 11:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69b596516fd88190b8497ccc7efc7f49 completed March 14, 2026, 5:09 p.m.
NEDg Description generation batch_69b59731052881908d9358dc629a4018 completed March 14, 2026, 5:13 p.m.
NED2 Entity disambiguation (via description) batch_69b597c529a08190bbf2af92bfef1aa2 completed March 14, 2026, 5:15 p.m.
Created at: March 12, 2026, 11:05 p.m.