Triple

T278400
Position Surface form Disambiguated ID Type / Status
Subject Malayan Emergency E5298 entity
Predicate insurgentLeader P1520 FINISHED
Object Chin Peng
Chin Peng was the longtime leader of the Malayan Communist Party who headed the communist insurgency against British and Malayan authorities during and after the Malayan Emergency.
E36246 NE FINISHED

How this triple was built (5 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: Chin Peng | Statement: [Malayan Emergency, insurgentLeader, Chin Peng]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Chin Peng
Context triple: [Malayan Emergency, insurgentLeader, Chin Peng]
  • A. Chiang Chieh-shih
    Chiang Chieh-shih is the birth name of Chiang Kai-shek, the influential 20th-century Chinese political and military leader who headed the Republic of China.
  • B. Chiang Wei-kuo
    Chiang Wei-kuo was a Chinese military officer and the adopted son of Chiang Kai-shek, noted for his service in both the German Wehrmacht during World War II and later in Taiwan’s armed forces.
  • C. Hsu Yung-chang
    Hsu Yung-chang was a Chinese military representative who took part in formalizing Japan’s World War II surrender by signing the Japanese Instrument of Surrender.
  • D. Peng Chun Chang
    Peng Chun Chang was a Chinese diplomat, philosopher, and educator who played a key role in shaping the philosophical foundations of the Universal Declaration of Human Rights.
  • E. Chiang Kai-shek
    Chiang Kai-shek was the Nationalist Chinese political and military leader who headed the Republic of China for decades and led its forces against both Japanese invasion and Chinese Communist revolutionaries.
  • 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: Chin Peng
Triple: [Malayan Emergency, insurgentLeader, Chin Peng]
Generated description
Chin Peng was the longtime leader of the Malayan Communist Party who headed the communist insurgency against British and Malayan authorities during and after the Malayan Emergency.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Chin Peng
Target entity description: Chin Peng was the longtime leader of the Malayan Communist Party who headed the communist insurgency against British and Malayan authorities during and after the Malayan Emergency.
  • A. Chiang Chieh-shih
    Chiang Chieh-shih is the birth name of Chiang Kai-shek, the influential 20th-century Chinese political and military leader who headed the Republic of China.
  • B. Chiang Wei-kuo
    Chiang Wei-kuo was a Chinese military officer and the adopted son of Chiang Kai-shek, noted for his service in both the German Wehrmacht during World War II and later in Taiwan’s armed forces.
  • C. Hsu Yung-chang
    Hsu Yung-chang was a Chinese military representative who took part in formalizing Japan’s World War II surrender by signing the Japanese Instrument of Surrender.
  • D. Peng Chun Chang
    Peng Chun Chang was a Chinese diplomat, philosopher, and educator who played a key role in shaping the philosophical foundations of the Universal Declaration of Human Rights.
  • E. Chiang Kai-shek
    Chiang Kai-shek was the Nationalist Chinese political and military leader who headed the Republic of China for decades and led its forces against both Japanese invasion and Chinese Communist revolutionaries.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: insurgentLeader
Context triple: [Malayan Emergency, insurgentLeader, Chin Peng]
  • A. mainLeaders chosen
    Indicates that the referenced entities serve as the primary or most important leaders within a group, organization, or context.
  • B. oppositionLeader
    Indicates that one entity serves as the primary political leader of the opposition in relation to another governing entity.
  • C. leadingOrgan
    Indicates that one entity serves as the primary or most responsible organizing body or authority for another entity or activity.
  • D. leaderDuring
    Indicates that one entity serves as the leader of another entity during a specified time period.
  • E. majorityLeaderOfTheHouse
    Indicates that the subject serves as the primary elected leader of the majority party in a legislative house, responsible for managing its agenda and floor activities.
  • F. None of above.

Provenance (6 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_69a257e6c8788190987dfe705ca2912a completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25dee7830819087f153769a8496b9 completed Feb. 28, 2026, 3:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69a394a2b1a081909bb78499544984da completed March 1, 2026, 1:21 a.m.
NEDg Description generation batch_69a3956f12208190bdfc4f265b712ce8 completed March 1, 2026, 1:25 a.m.
NED2 Entity disambiguation (via description) batch_69a395e03da8819095339cc6f9a230e4 completed March 1, 2026, 1:26 a.m.
PD Predicate disambiguation batch_69a25b765f488190b2cbe4b45cd42821 completed Feb. 28, 2026, 3:05 a.m.
Created at: Feb. 28, 2026, 2:59 a.m.