Triple
T9660457
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malaysian Armed Forces |
E233574
|
entity |
| Predicate | conflict |
P12
|
FINISHED |
| Object | Communist insurgency in Malaysia |
E5298
|
NE FINISHED |
How this triple was built (2 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: Communist insurgency in Malaysia | Statement: [Malaysian Armed Forces, conflict, Communist insurgency in Malaysia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Communist insurgency in Malaysia Context triple: [Malaysian Armed Forces, conflict, Communist insurgency in Malaysia]
-
A.
Sarawak Communist Insurgency
The Sarawak Communist Insurgency was a protracted guerrilla conflict in Malaysian Borneo waged mainly by communist and leftist groups against the Malaysian government during the Cold War era.
-
B.
Malayan Emergency
chosen
The Malayan Emergency was a post–World War II guerrilla conflict (1948–1960) in British Malaya between Commonwealth forces and communist insurgents, often cited as a key example of counterinsurgency warfare.
-
C.
Borneo Confrontation
The Borneo Confrontation was a mid-1960s undeclared conflict between Indonesia and the newly formed Malaysia, involving British Commonwealth forces in counter-insurgency and border security operations on the island of Borneo.
-
D.
Brunei Revolt
The Brunei Revolt was a failed 1962 armed uprising in the British protectorate of Brunei, led by the North Kalimantan National Army against the monarchy and British rule, which became an early flashpoint in the wider Borneo Confrontation.
-
E.
South Thailand insurgency
The South Thailand insurgency is a long-running separatist conflict in Thailand’s predominantly Malay-Muslim southern provinces, marked by guerrilla attacks, bombings, and tensions over identity, autonomy, and state control.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca848d3b6c8190ae98ea554dea58df |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9c08d0d0819086426ad6891b18db |
completed | April 1, 2026, 10:28 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d190f26df0819085d6f8b6228062bd |
completed | April 4, 2026, 10:30 p.m. |
Created at: March 30, 2026, 8:14 p.m.