Triple
T1673646
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malayan National Liberation Army |
E36180
|
entity |
| Predicate | opposedBy |
P437
|
FINISHED |
| Object | Federation of Malaya security forces |
E86684
|
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: Federation of Malaya security forces | Statement: [Malayan National Liberation Army, opposedBy, Federation of Malaya security forces]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Federation of Malaya security forces Context triple: [Malayan National Liberation Army, opposedBy, Federation of Malaya security forces]
-
A.
Malaysian Army
chosen
The Malaysian Army is the land warfare branch of Malaysia’s Armed Forces, responsible for defending the nation’s territorial integrity and conducting ground operations at home and abroad.
-
B.
Straits Settlements Volunteer Force
The Straits Settlements Volunteer Force was a British colonial volunteer military unit in Southeast Asia, composed mainly of local European and Asian part-time soldiers who served in the defense of Singapore and Malaya before and during World War II.
-
C.
Malayan Peoples Anti-Japanese Army
The Malayan Peoples Anti-Japanese Army was a communist-led guerrilla force in British Malaya that waged armed resistance against Japanese occupation during World War II.
-
D.
Malayan National Liberation Army
The Malayan National Liberation Army was the armed wing of the Malayan Communist Party that waged a guerrilla insurgency against British colonial and Malayan government forces during the Malayan Emergency.
-
E.
Royal Malaysian Air Force
The Royal Malaysian Air Force is the air warfare branch of Malaysia’s armed forces, responsible for the country’s aerial defense, surveillance, and support operations.
- 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_69a8861286808190939afff3ce8ee31e |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa6246753081909dace4eacf9cb1c0 |
completed | March 6, 2026, 5:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad71b341bc8190b79f76f426dfa7dd |
completed | March 8, 2026, 12:55 p.m. |
Created at: March 4, 2026, 7:29 p.m.