Triple
T7389145
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | RF |
E170455
|
entity |
| Predicate | operator |
P179
|
FINISHED |
| Object |
No. 303 Squadron maintenance personnel
No. 303 Squadron maintenance personnel were the ground crew responsible for servicing, repairing, and preparing the squadron’s aircraft to ensure their operational readiness during wartime.
|
E660850
|
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: No. 303 Squadron maintenance personnel | Statement: [RF, operator, No. 303 Squadron maintenance personnel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: No. 303 Squadron maintenance personnel Context triple: [RF, operator, No. 303 Squadron maintenance personnel]
-
A.
No. 3 Aeronautical Engineering Squadron Detachment
No. 3 Aeronautical Engineering Squadron Detachment is a Royal Australian Air Force unit specializing in aeronautical engineering support and training, based at RAAF Base Wagga in New South Wales.
-
B.
No. 30 Squadron RAF
No. 30 Squadron RAF is a Royal Air Force transport squadron with a long operational history dating back to World War I.
-
C.
RAF Maintenance Units (MUs)
RAF Maintenance Units (MUs) were specialized Royal Air Force formations responsible for the storage, repair, modification, and logistical support of aircraft, equipment, and spares.
-
D.
No. 323 Expeditionary Combat Support Squadron RAAF
No. 323 Expeditionary Combat Support Squadron RAAF was a Royal Australian Air Force unit responsible for providing expeditionary combat support capabilities, including logistics and base support, to deployed air operations.
-
E.
Maintenance Command (Indian Air Force)
Maintenance Command (Indian Air Force) is a key logistics and support formation responsible for the repair, overhaul, and upkeep of aircraft, equipment, and infrastructure across the Indian Air Force.
- 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: No. 303 Squadron maintenance personnel Triple: [RF, operator, No. 303 Squadron maintenance personnel]
Generated description
No. 303 Squadron maintenance personnel were the ground crew responsible for servicing, repairing, and preparing the squadron’s aircraft to ensure their operational readiness during wartime.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: No. 303 Squadron maintenance personnel Target entity description: No. 303 Squadron maintenance personnel were the ground crew responsible for servicing, repairing, and preparing the squadron’s aircraft to ensure their operational readiness during wartime.
-
A.
No. 3 Aeronautical Engineering Squadron Detachment
No. 3 Aeronautical Engineering Squadron Detachment is a Royal Australian Air Force unit specializing in aeronautical engineering support and training, based at RAAF Base Wagga in New South Wales.
-
B.
No. 30 Squadron RAF
No. 30 Squadron RAF is a Royal Air Force transport squadron with a long operational history dating back to World War I.
-
C.
RAF Maintenance Units (MUs)
RAF Maintenance Units (MUs) were specialized Royal Air Force formations responsible for the storage, repair, modification, and logistical support of aircraft, equipment, and spares.
-
D.
No. 323 Expeditionary Combat Support Squadron RAAF
No. 323 Expeditionary Combat Support Squadron RAAF was a Royal Australian Air Force unit responsible for providing expeditionary combat support capabilities, including logistics and base support, to deployed air operations.
-
E.
Maintenance Command (Indian Air Force)
Maintenance Command (Indian Air Force) is a key logistics and support formation responsible for the repair, overhaul, and upkeep of aircraft, equipment, and infrastructure across the Indian Air Force.
- 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_69c68a5e2c9081909e713ce866e0060a |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f1f512d881908056bdb88a58bea4 |
completed | March 27, 2026, 9:09 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c802e71bfc8190b45eb951c0311fce |
completed | March 28, 2026, 4:33 p.m. |
| NEDg | Description generation | batch_69c8038127408190947cb7002ccc0dec |
completed | March 28, 2026, 4:36 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8040a40088190b37192429678fd3e |
completed | March 28, 2026, 4:38 p.m. |
Created at: March 27, 2026, 3:09 p.m.