Triple
T675230
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Airbus A400M Atlas |
E13063
|
entity |
| Predicate | primaryUsers |
P98
|
FINISHED |
| Object |
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.
|
E83309
|
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: Royal Malaysian Air Force | Statement: [Airbus A400M Atlas, primaryUsers, Royal Malaysian Air Force]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Royal Malaysian Air Force Context triple: [Airbus A400M Atlas, primaryUsers, Royal Malaysian Air Force]
-
A.
Royal Thai Air Force
The Royal Thai Air Force is the aerial warfare branch of Thailand’s armed forces, responsible for defending the nation’s airspace and providing air support to military operations.
-
B.
Royal Saudi Air Force
The Royal Saudi Air Force is the aerial warfare branch of Saudi Arabia’s armed forces, responsible for defending the kingdom’s airspace and conducting air operations using a modern fleet of combat and support aircraft.
-
C.
Royal Australian Air Force
The Royal Australian Air Force is the aerial warfare branch of Australia's armed forces, known for its roles in major conflicts from World War II to the present and its operation of advanced combat and support aircraft.
-
D.
Royal Danish Air Force
The Royal Danish Air Force is the aerial warfare branch of Denmark’s armed forces, responsible for defending Danish airspace and supporting national and international military operations.
-
E.
Royal New Zealand Air Force
The Royal New Zealand Air Force is the air component of New Zealand’s Defence Force, responsible for the country’s air operations, surveillance, and support at home and abroad.
- 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: Royal Malaysian Air Force Triple: [Airbus A400M Atlas, primaryUsers, Royal Malaysian Air Force]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Royal Malaysian Air Force Target entity description: 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.
-
A.
Royal Thai Air Force
The Royal Thai Air Force is the aerial warfare branch of Thailand’s armed forces, responsible for defending the nation’s airspace and providing air support to military operations.
-
B.
Royal Saudi Air Force
The Royal Saudi Air Force is the aerial warfare branch of Saudi Arabia’s armed forces, responsible for defending the kingdom’s airspace and conducting air operations using a modern fleet of combat and support aircraft.
-
C.
Royal Australian Air Force
The Royal Australian Air Force is the aerial warfare branch of Australia's armed forces, known for its roles in major conflicts from World War II to the present and its operation of advanced combat and support aircraft.
-
D.
Royal Danish Air Force
The Royal Danish Air Force is the aerial warfare branch of Denmark’s armed forces, responsible for defending Danish airspace and supporting national and international military operations.
-
E.
Royal New Zealand Air Force
The Royal New Zealand Air Force is the air component of New Zealand’s Defence Force, responsible for the country’s air operations, surveillance, and support at home and abroad.
- 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_69a4933d3bf88190972041cd8cf143b9 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a4a0266e7c8190a94c4b4b761c59f4 |
completed | March 1, 2026, 8:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5c3a1b6588190b0c9215afb3a9200 |
completed | March 2, 2026, 5:06 p.m. |
| NEDg | Description generation | batch_69a5c7ff50088190827743f3f42622ce |
completed | March 2, 2026, 5:25 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5cd1dd7848190a987276500040a4f |
completed | March 2, 2026, 5:47 p.m. |
Created at: March 1, 2026, 7:36 p.m.