Triple

T19232921
Position Surface form Disambiguated ID Type / Status
Subject MPAJA E480914 entity
Predicate regionOfActivity P82 FINISHED
Object rural Malaya
Rural Malaya refers to the predominantly agricultural and village-based areas of the Malay Peninsula during the colonial and wartime periods, characterized by dispersed settlements, plantations, and limited infrastructure.
E1365643 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: rural Malaya | Statement: [MPAJA, regionOfActivity, rural Malaya]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: rural Malaya
Context triple: [MPAJA, regionOfActivity, rural Malaya]
  • A. northern Malaysia
    Northern Malaysia is the upper part of Peninsular Malaysia bordering Thailand, known for its mix of coastal plains, forested highlands, and culturally rich states such as Kedah, Perlis, and Penang.
  • B. southern Peninsular Malaysia
    Southern Peninsular Malaysia is the southernmost region of mainland Malaysia, encompassing the state of Johor and serving as a key industrial and maritime gateway between the Malay Peninsula and Singapore.
  • C. West Malaysia
    West Malaysia is the peninsular region of Malaysia on the Asian mainland, comprising 11 states and the federal territories of Kuala Lumpur and Putrajaya.
  • D. 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.
  • E. Alam Melayu
    Alam Melayu refers to the cultural and historical Malay world encompassing the Malay-speaking peoples and regions of Maritime Southeast Asia.
  • 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: rural Malaya
Triple: [MPAJA, regionOfActivity, rural Malaya]
Generated description
Rural Malaya refers to the predominantly agricultural and village-based areas of the Malay Peninsula during the colonial and wartime periods, characterized by dispersed settlements, plantations, and limited infrastructure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: rural Malaya
Target entity description: Rural Malaya refers to the predominantly agricultural and village-based areas of the Malay Peninsula during the colonial and wartime periods, characterized by dispersed settlements, plantations, and limited infrastructure.
  • A. northern Malaysia
    Northern Malaysia is the upper part of Peninsular Malaysia bordering Thailand, known for its mix of coastal plains, forested highlands, and culturally rich states such as Kedah, Perlis, and Penang.
  • B. southern Peninsular Malaysia
    Southern Peninsular Malaysia is the southernmost region of mainland Malaysia, encompassing the state of Johor and serving as a key industrial and maritime gateway between the Malay Peninsula and Singapore.
  • C. West Malaysia
    West Malaysia is the peninsular region of Malaysia on the Asian mainland, comprising 11 states and the federal territories of Kuala Lumpur and Putrajaya.
  • D. 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.
  • E. Alam Melayu
    Alam Melayu refers to the cultural and historical Malay world encompassing the Malay-speaking peoples and regions of Maritime Southeast Asia.
  • 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_69d8e8ccb8f48190ad420098e74fb1db completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5fa9fa7348190947129273d19c9a7 completed April 20, 2026, 10:06 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0705d5803c8190960373983cb4cd43 completed May 15, 2026, 11:39 a.m.
NEDg Description generation batch_6a070673d82481908eb9bcd9f3036596 completed May 15, 2026, 11:41 a.m.
NED2 Entity disambiguation (via description) batch_6a0707210c5c8190875b3cfe65315aba completed May 15, 2026, 11:44 a.m.
Created at: April 10, 2026, 1:25 p.m.