Triple

T5777940
Position Surface form Disambiguated ID Type / Status
Subject Strategic Hamlet Program E127490 entity
Predicate influencedBy P9 FINISHED
Object New Villages program in Malaya
The New Villages program in Malaya was a British colonial counterinsurgency initiative that resettled rural populations into fortified settlements to isolate communist guerrillas during the Malayan Emergency.
E542923 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: New Villages program in Malaya | Statement: [Strategic Hamlet Program, influencedBy, New Villages program in Malaya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New Villages program in Malaya
Context triple: [Strategic Hamlet Program, influencedBy, New Villages program in Malaya]
  • A. British Residential System in the Malay States
    The British Residential System in the Malay States was a colonial administrative arrangement under which British officials, known as Residents, advised and effectively controlled the Malay rulers’ governance, particularly in matters of finance and foreign policy.
  • B. Indians in Malaya
    Indians in Malaya were a significant South Asian migrant community in British Malaya, many of whom worked in plantations, public works, and administration under colonial rule and later formed an important part of Malaysia and Singapore’s multicultural societies.
  • C. British Military Administration in Malaya
    The British Military Administration in Malaya was the temporary post–World War II military government established by Britain to restore order and reassert colonial control in Malaya after the Japanese surrender.
  • D. Malacca Volunteer Corps
    The Malacca Volunteer Corps was a colonial-era volunteer military unit based in Malacca that later became part of the broader Straits Settlements Volunteer Force.
  • E. The Residency, Penang
    The Residency, Penang is a historic colonial-era mansion in George Town that served as the official residence of the Governor of the Straits Settlements.
  • 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: New Villages program in Malaya
Triple: [Strategic Hamlet Program, influencedBy, New Villages program in Malaya]
Generated description
The New Villages program in Malaya was a British colonial counterinsurgency initiative that resettled rural populations into fortified settlements to isolate communist guerrillas during the Malayan Emergency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New Villages program in Malaya
Target entity description: The New Villages program in Malaya was a British colonial counterinsurgency initiative that resettled rural populations into fortified settlements to isolate communist guerrillas during the Malayan Emergency.
  • A. British Residential System in the Malay States
    The British Residential System in the Malay States was a colonial administrative arrangement under which British officials, known as Residents, advised and effectively controlled the Malay rulers’ governance, particularly in matters of finance and foreign policy.
  • B. Indians in Malaya
    Indians in Malaya were a significant South Asian migrant community in British Malaya, many of whom worked in plantations, public works, and administration under colonial rule and later formed an important part of Malaysia and Singapore’s multicultural societies.
  • C. British Military Administration in Malaya
    The British Military Administration in Malaya was the temporary post–World War II military government established by Britain to restore order and reassert colonial control in Malaya after the Japanese surrender.
  • D. Malacca Volunteer Corps
    The Malacca Volunteer Corps was a colonial-era volunteer military unit based in Malacca that later became part of the broader Straits Settlements Volunteer Force.
  • E. The Residency, Penang
    The Residency, Penang is a historic colonial-era mansion in George Town that served as the official residence of the Governor of the Straits Settlements.
  • 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_69c008361fa88190aefa4dc41b051e7f completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c029e107348190a03086f1cbfae0d3 completed March 22, 2026, 5:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c07e6fd260819090d5e3c877c8bd31 completed March 22, 2026, 11:42 p.m.
NEDg Description generation batch_69c08ba48a1c819090f276116a084a01 completed March 23, 2026, 12:39 a.m.
NED2 Entity disambiguation (via description) batch_69c08c094bd08190bb3d849bf1a80ad0 completed March 23, 2026, 12:40 a.m.
Created at: March 22, 2026, 3:50 p.m.