Triple

T12000687
Position Surface form Disambiguated ID Type / Status
Subject Walter Walker E285650 entity
Predicate oversaw P760 FINISHED
Object 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.
E959033 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: Commonwealth forces in Borneo | Statement: [Walter Walker, oversaw, Commonwealth forces in Borneo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Commonwealth forces in Borneo
Context triple: [Walter Walker, oversaw, Commonwealth forces in Borneo]
  • 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. Borneo campaign (1945)
    The Borneo campaign (1945) was a series of World War II Allied amphibious operations by primarily Australian forces to liberate Borneo from Japanese occupation in the final months of the Pacific War.
  • C. Japanese occupation of Borneo
    The Japanese occupation of Borneo was the World War II period (1941–1945) during which Imperial Japan seized and controlled the island of Borneo, imposing military rule, exploiting its resources, and interning Allied civilians and prisoners of war.
  • D. British Borneo
    British Borneo was the collective term for the British-controlled territories on the island of Borneo, including colonies and protectorates such as Sarawak, North Borneo, and Labuan, administered under British rule until the mid-20th century.
  • 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: Commonwealth forces in Borneo
Triple: [Walter Walker, oversaw, Commonwealth forces in Borneo]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Commonwealth forces in Borneo
Target entity description: 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.
  • 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. Borneo campaign (1945)
    The Borneo campaign (1945) was a series of World War II Allied amphibious operations by primarily Australian forces to liberate Borneo from Japanese occupation in the final months of the Pacific War.
  • C. Japanese occupation of Borneo
    The Japanese occupation of Borneo was the World War II period (1941–1945) during which Imperial Japan seized and controlled the island of Borneo, imposing military rule, exploiting its resources, and interning Allied civilians and prisoners of war.
  • D. British Borneo
    British Borneo was the collective term for the British-controlled territories on the island of Borneo, including colonies and protectorates such as Sarawak, North Borneo, and Labuan, administered under British rule until the mid-20th century.
  • 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_69d6ab44a77c8190a652f4b27164e4ef completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903c26d7881909b67a31d04882eb5 completed April 10, 2026, 2:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69f4729eb4a081909d93b3fc74509d86 completed May 1, 2026, 9:30 a.m.
NEDg Description generation batch_69f47b7e4a40819085680c48eed5418a completed May 1, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69f47df40a8c8190bd7350ba27f57214 completed May 1, 2026, 10:18 a.m.
Created at: April 8, 2026, 9:46 p.m.