Triple
T319823
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Operation Shader |
E7788
|
entity |
| Predicate | usesAircraft |
P1524
|
FINISHED |
| Object |
Panavia Tornado GR4
The Panavia Tornado GR4 is a British multirole combat aircraft variant known for its precision strike, reconnaissance, and close air support capabilities in modern conflicts.
|
E41228
|
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: Panavia Tornado GR4 | Statement: [Operation Shader, usesAircraft, Panavia Tornado GR4]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Panavia Tornado GR4 Context triple: [Operation Shader, usesAircraft, Panavia Tornado GR4]
-
A.
Eurofighter Typhoon Tranche 2
The Eurofighter Typhoon Tranche 2 is an advanced multirole variant of the Eurofighter fighter aircraft featuring upgraded avionics, weapons integration, and systems enhancements over earlier production batches.
-
B.
BAE Systems Hawk T1
The BAE Systems Hawk T1 is a British single-engine jet trainer aircraft best known as the iconic mount of the Royal Air Force’s Red Arrows aerobatic display team.
-
C.
Folland Gnat T.1
The Folland Gnat T.1 is a British jet trainer aircraft best known for its agile performance and use by the RAF’s Red Arrows display team.
-
D.
CF-18 Hornet
The CF-18 Hornet is a Canadian variant of the McDonnell Douglas F/A-18 fighter aircraft, used as a multirole combat jet for air defense and ground attack missions.
-
E.
Dassault Mirage 2000
The Dassault Mirage 2000 is a French multirole, single-engine fourth-generation jet fighter known for its delta-wing design and service with numerous air forces worldwide.
- 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: Panavia Tornado GR4 Triple: [Operation Shader, usesAircraft, Panavia Tornado GR4]
Generated description
The Panavia Tornado GR4 is a British multirole combat aircraft variant known for its precision strike, reconnaissance, and close air support capabilities in modern conflicts.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Panavia Tornado GR4 Target entity description: The Panavia Tornado GR4 is a British multirole combat aircraft variant known for its precision strike, reconnaissance, and close air support capabilities in modern conflicts.
-
A.
Eurofighter Typhoon Tranche 2
The Eurofighter Typhoon Tranche 2 is an advanced multirole variant of the Eurofighter fighter aircraft featuring upgraded avionics, weapons integration, and systems enhancements over earlier production batches.
-
B.
BAE Systems Hawk T1
The BAE Systems Hawk T1 is a British single-engine jet trainer aircraft best known as the iconic mount of the Royal Air Force’s Red Arrows aerobatic display team.
-
C.
Folland Gnat T.1
The Folland Gnat T.1 is a British jet trainer aircraft best known for its agile performance and use by the RAF’s Red Arrows display team.
-
D.
CF-18 Hornet
The CF-18 Hornet is a Canadian variant of the McDonnell Douglas F/A-18 fighter aircraft, used as a multirole combat jet for air defense and ground attack missions.
-
E.
Dassault Mirage 2000
The Dassault Mirage 2000 is a French multirole, single-engine fourth-generation jet fighter known for its delta-wing design and service with numerous air forces worldwide.
- 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_69a2e7e7af7881908890039d6be4e9b8 |
completed | Feb. 28, 2026, 1:04 p.m. |
| NER | Named-entity recognition | batch_69a2ea7edbc48190b9031bd1af48f72a |
completed | Feb. 28, 2026, 1:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3c8bb194c8190ad97517695e6f1a2 |
completed | March 1, 2026, 5:03 a.m. |
| NEDg | Description generation | batch_69a3c95cf3b48190a5502a6b12fe0e4c |
completed | March 1, 2026, 5:06 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3ca63f1c4819086f8959e51976f5c |
completed | March 1, 2026, 5:11 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.