Triple

T22278390
Position Surface form Disambiguated ID Type / Status
Subject 2/19th Battalion (Australia) E550665 entity
Predicate associatedWith P37 FINISHED
Object Australian forces in Malaya
Australian forces in Malaya were the Australian Army units deployed to British Malaya during World War II, notably participating in the Malayan Campaign against advancing Japanese forces before the fall of Singapore.
E1529025 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: Australian forces in Malaya | Statement: [2/19th Battalion (Australia), associatedWith, Australian forces in Malaya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Australian forces in Malaya
Context triple: [2/19th Battalion (Australia), associatedWith, Australian forces in Malaya]
  • A. British Army in Malaya
    The British Army in Malaya was the primary British land force responsible for defending and later reasserting control over Malaya, most notably during World War II and the Malayan Emergency against communist insurgents.
  • B. Battle of Malaya
    The Battle of Malaya was a World War II campaign in which Japanese forces rapidly advanced down the Malay Peninsula, defeating British Commonwealth troops and paving the way for the fall of Singapore in 1942.
  • C. Commonwealth forces in Borneo
    Commonwealth forces in Borneo were the combined British and allied military units that conducted counter-insurgency and security operations on the island of Borneo during the Indonesia–Malaysia confrontation in the 1960s.
  • D. Japanese occupation of Malaya
    The Japanese occupation of Malaya was the period from 1941 to 1945 during World War II when Imperial Japan controlled the Malay Peninsula, marked by military rule, economic exploitation, and significant hardship for the local population.
  • E. Brunei Bay operation
    The Brunei Bay operation was a World War II amphibious assault in Borneo, conducted primarily by Australian forces to secure Brunei Bay and its surrounding oil-rich regions from Japanese control.
  • 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: Australian forces in Malaya
Triple: [2/19th Battalion (Australia), associatedWith, Australian forces in Malaya]
Generated description
Australian forces in Malaya were the Australian Army units deployed to British Malaya during World War II, notably participating in the Malayan Campaign against advancing Japanese forces before the fall of Singapore.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Australian forces in Malaya
Target entity description: Australian forces in Malaya were the Australian Army units deployed to British Malaya during World War II, notably participating in the Malayan Campaign against advancing Japanese forces before the fall of Singapore.
  • A. British Army in Malaya
    The British Army in Malaya was the primary British land force responsible for defending and later reasserting control over Malaya, most notably during World War II and the Malayan Emergency against communist insurgents.
  • B. Battle of Malaya
    The Battle of Malaya was a World War II campaign in which Japanese forces rapidly advanced down the Malay Peninsula, defeating British Commonwealth troops and paving the way for the fall of Singapore in 1942.
  • C. Commonwealth forces in Borneo
    Commonwealth forces in Borneo were the combined British and allied military units that conducted counter-insurgency and security operations on the island of Borneo during the Indonesia–Malaysia confrontation in the 1960s.
  • D. Japanese occupation of Malaya
    The Japanese occupation of Malaya was the period from 1941 to 1945 during World War II when Imperial Japan controlled the Malay Peninsula, marked by military rule, economic exploitation, and significant hardship for the local population.
  • E. Brunei Bay operation
    The Brunei Bay operation was a World War II amphibious assault in Borneo, conducted primarily by Australian forces to secure Brunei Bay and its surrounding oil-rich regions from Japanese control.
  • 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_69e11e44d538819097c6b8f333af3352 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f14ea96948819081c1ae6c7b11ab62 completed April 29, 2026, 12:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0abca612008190bcb1c38523223ed7 completed May 18, 2026, 7:15 a.m.
NEDg Description generation batch_6a0ac0d258d88190a73427e02373a4bc completed May 18, 2026, 7:33 a.m.
NED2 Entity disambiguation (via description) batch_6a0ac1e9666c8190b183c069deaf487c completed May 18, 2026, 7:38 a.m.
Created at: April 16, 2026, 8:40 p.m.