Triple

T7805229
Position Surface form Disambiguated ID Type / Status
Subject Mahathir Mohamad E180531 entity
Predicate authored P80 FINISHED
Object The Malay Dilemma
The Malay Dilemma is a controversial 1970 political treatise that analyzes the socio-economic position of Malays in Malaysia and argues for affirmative action policies to address perceived ethnic imbalances.
E694360 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: The Malay Dilemma | Statement: [Mahathir Mohamad, authored, The Malay Dilemma]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Malay Dilemma
Context triple: [Mahathir Mohamad, authored, The Malay Dilemma]
  • A. The Malayan Trilogy
    The Malayan Trilogy is a series of semi-autobiographical comic novels by Anthony Burgess set in postwar British Malaya, exploring colonial life, cultural clashes, and political change.
  • 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 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.
  • D. Indianization of Southeast Asia
    Indianization of Southeast Asia refers to the historical process by which Indian religions, political models, languages, and cultural practices spread to and profoundly influenced the societies of Southeast Asia.
  • E. 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.
  • 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: The Malay Dilemma
Triple: [Mahathir Mohamad, authored, The Malay Dilemma]
Generated description
The Malay Dilemma is a controversial 1970 political treatise that analyzes the socio-economic position of Malays in Malaysia and argues for affirmative action policies to address perceived ethnic imbalances.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Malay Dilemma
Target entity description: The Malay Dilemma is a controversial 1970 political treatise that analyzes the socio-economic position of Malays in Malaysia and argues for affirmative action policies to address perceived ethnic imbalances.
  • A. The Malayan Trilogy
    The Malayan Trilogy is a series of semi-autobiographical comic novels by Anthony Burgess set in postwar British Malaya, exploring colonial life, cultural clashes, and political change.
  • 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 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.
  • D. Indianization of Southeast Asia
    Indianization of Southeast Asia refers to the historical process by which Indian religions, political models, languages, and cultural practices spread to and profoundly influenced the societies of Southeast Asia.
  • E. 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.
  • 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_69ca827e50cc8190a92a733577184938 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69caf63838b88190a085756db9ca25c4 completed March 30, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69cb14439c8081908331caf450462a0e completed March 31, 2026, 12:24 a.m.
NEDg Description generation batch_69cb1638c9888190be533d55fd0b494f completed March 31, 2026, 12:32 a.m.
NED2 Entity disambiguation (via description) batch_69cb1a49beb4819090532acabb9391b1 completed March 31, 2026, 12:50 a.m.
Created at: March 30, 2026, 4:35 p.m.