Triple
T4232074
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Royal Australian Army Medical Corps |
E94601
|
entity |
| Predicate | cooperatesWith |
P435
|
FINISHED |
| Object |
Royal Australian Air Force medical services
The Royal Australian Air Force medical services are the health and medical support branch of the RAAF, responsible for providing clinical care, aeromedical evacuation, and health protection to Air Force personnel in both peacetime and operational deployments.
|
E421759
|
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 Australian Air Force medical services | Statement: [Royal Australian Army Medical Corps, cooperatesWith, Royal Australian Air Force medical services]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Royal Australian Air Force medical services Context triple: [Royal Australian Army Medical Corps, cooperatesWith, Royal Australian Air Force medical services]
-
A.
Royal Australian Army Medical Corps
The Royal Australian Army Medical Corps is the specialist branch of the Australian Army responsible for providing medical care, health services, and support to Army personnel in both peacetime and operational deployments.
-
B.
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.
-
C.
Australian Air Corps
The Australian Air Corps was a short-lived interwar military aviation organization that served as the immediate predecessor to the Royal Australian Air Force.
-
D.
Royal Australian Air Force headquarters
The Royal Australian Air Force headquarters is the central command and administrative hub of Australia’s air force, responsible for overseeing its operations, strategy, and organizational leadership.
-
E.
Royal Australian Army Ordnance Corps
The Royal Australian Army Ordnance Corps is a specialist logistics corps of the Australian Army responsible for the supply, storage, distribution, and maintenance of military materiel and equipment.
- 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 Australian Air Force medical services Triple: [Royal Australian Army Medical Corps, cooperatesWith, Royal Australian Air Force medical services]
Generated description
The Royal Australian Air Force medical services are the health and medical support branch of the RAAF, responsible for providing clinical care, aeromedical evacuation, and health protection to Air Force personnel in both peacetime and operational deployments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Royal Australian Air Force medical services Target entity description: The Royal Australian Air Force medical services are the health and medical support branch of the RAAF, responsible for providing clinical care, aeromedical evacuation, and health protection to Air Force personnel in both peacetime and operational deployments.
-
A.
Royal Australian Army Medical Corps
The Royal Australian Army Medical Corps is the specialist branch of the Australian Army responsible for providing medical care, health services, and support to Army personnel in both peacetime and operational deployments.
-
B.
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.
-
C.
Australian Air Corps
The Australian Air Corps was a short-lived interwar military aviation organization that served as the immediate predecessor to the Royal Australian Air Force.
-
D.
Royal Australian Air Force headquarters
The Royal Australian Air Force headquarters is the central command and administrative hub of Australia’s air force, responsible for overseeing its operations, strategy, and organizational leadership.
-
E.
Royal Australian Army Ordnance Corps
The Royal Australian Army Ordnance Corps is a specialist logistics corps of the Australian Army responsible for the supply, storage, distribution, and maintenance of military materiel and equipment.
- 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_69b34537cc6481909cd0a96acbb33ef7 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b34e642aac8190977dd101e27afcbb |
completed | March 12, 2026, 11:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b596516fd88190b8497ccc7efc7f49 |
completed | March 14, 2026, 5:09 p.m. |
| NEDg | Description generation | batch_69b59731052881908d9358dc629a4018 |
completed | March 14, 2026, 5:13 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b597c529a08190bbf2af92bfef1aa2 |
completed | March 14, 2026, 5:15 p.m. |
Created at: March 12, 2026, 11:05 p.m.