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.