Triple
T3775990
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royal Malaysian Air Force |
E83309
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object |
Malayan Auxiliary Air Force
The Malayan Auxiliary Air Force was a colonial-era volunteer air force unit in British Malaya that formed the early foundation of what later became the Royal Malaysian Air Force.
|
E386496
|
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: Malayan Auxiliary Air Force | Statement: [Royal Malaysian Air Force, precededBy, Malayan Auxiliary Air Force]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Malayan Auxiliary Air Force Context triple: [Royal Malaysian Air Force, precededBy, Malayan Auxiliary Air Force]
-
A.
Malayan Home Guard
The Malayan Home Guard was a British-organized auxiliary security force composed largely of local volunteers, created to protect rural communities and support counterinsurgency operations during the Malayan Emergency.
-
B.
Australian Flying Corps
The Australian Flying Corps was the air arm of the Australian Army during World War I and the direct predecessor to the Royal Australian Air Force.
-
C.
Air Transport Auxiliary
The Air Transport Auxiliary was a British civilian organization during World War II whose pilots, including many women and foreign nationals, ferried military aircraft between factories, maintenance units, and front-line squadrons.
-
D.
Biafran Air Force
The Biafran Air Force was the small, improvised aerial warfare branch of the secessionist Republic of Biafra during the Nigerian Civil War, known for its resourceful use of limited and often outdated aircraft.
-
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. 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: Malayan Auxiliary Air Force Triple: [Royal Malaysian Air Force, precededBy, Malayan Auxiliary Air Force]
Generated description
The Malayan Auxiliary Air Force was a colonial-era volunteer air force unit in British Malaya that formed the early foundation of what later became the Royal Malaysian Air Force.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Malayan Auxiliary Air Force Target entity description: The Malayan Auxiliary Air Force was a colonial-era volunteer air force unit in British Malaya that formed the early foundation of what later became the Royal Malaysian Air Force.
-
A.
Malayan Home Guard
The Malayan Home Guard was a British-organized auxiliary security force composed largely of local volunteers, created to protect rural communities and support counterinsurgency operations during the Malayan Emergency.
-
B.
Australian Flying Corps
The Australian Flying Corps was the air arm of the Australian Army during World War I and the direct predecessor to the Royal Australian Air Force.
-
C.
Air Transport Auxiliary
The Air Transport Auxiliary was a British civilian organization during World War II whose pilots, including many women and foreign nationals, ferried military aircraft between factories, maintenance units, and front-line squadrons.
-
D.
Biafran Air Force
The Biafran Air Force was the small, improvised aerial warfare branch of the secessionist Republic of Biafra during the Nigerian Civil War, known for its resourceful use of limited and often outdated aircraft.
-
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. 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_69ad8b235e608190b5a2b1d1bfcef50b |
completed | March 8, 2026, 2:43 p.m. |
| NER | Named-entity recognition | batch_69adcc5be3c48190a72e840d8214bb74 |
completed | March 8, 2026, 7:22 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4e53209888190823412fabacbc914 |
completed | March 14, 2026, 4:33 a.m. |
| NEDg | Description generation | batch_69b4e60c23608190977198b6344ff09d |
completed | March 14, 2026, 4:37 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4e686bf2c8190aac01d6c1014c1d4 |
completed | March 14, 2026, 4:39 a.m. |
Created at: March 8, 2026, 3:36 p.m.