Triple
T1359300
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | F-16 Fighting Falcon |
E29060
|
entity |
| Predicate | variant |
P4680
|
FINISHED |
| Object |
F-16V Viper upgrade
The F-16V Viper upgrade is a modernized configuration of the F-16 featuring advanced avionics, an AESA radar, improved mission systems, and enhanced combat capabilities to extend the fighter’s operational life.
|
E156236
|
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: F-16V Viper upgrade | Statement: [F-16 Fighting Falcon, variant, F-16V Viper upgrade]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: F-16V Viper upgrade Context triple: [F-16 Fighting Falcon, variant, F-16V Viper upgrade]
-
A.
F-35 Lightning II
The F-35 Lightning II is a family of stealth multirole combat aircraft developed by Lockheed Martin for the U.S. and allied nations, designed to perform air-to-air, air-to-ground, and intelligence, surveillance, and reconnaissance missions.
-
B.
Lockheed Martin F-35A Lightning II
The Lockheed Martin F-35A Lightning II is a fifth-generation, single-seat, stealth multirole fighter aircraft designed for advanced air-to-air and air-to-ground combat operations.
-
C.
F-35C Lightning II
The F-35C Lightning II is the U.S. Navy’s carrier-capable variant of the stealth multirole Joint Strike Fighter, designed for catapult launches, arrested recoveries, and long-range strike and air superiority missions at sea.
-
D.
F-35B Lightning II
The F-35B Lightning II is a fifth-generation, stealth, short takeoff and vertical landing (STOVL) multirole fighter jet used by several air arms, including the Royal Air Force and Royal Navy.
-
E.
Eurofighter Typhoon Tranche 3
The Eurofighter Typhoon Tranche 3 is an advanced production standard of the Eurofighter multirole combat aircraft, incorporating upgraded avionics, sensors, and systems to enhance air-to-air and air-to-ground capabilities.
- 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: F-16V Viper upgrade Triple: [F-16 Fighting Falcon, variant, F-16V Viper upgrade]
Generated description
The F-16V Viper upgrade is a modernized configuration of the F-16 featuring advanced avionics, an AESA radar, improved mission systems, and enhanced combat capabilities to extend the fighter’s operational life.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: F-16V Viper upgrade Target entity description: The F-16V Viper upgrade is a modernized configuration of the F-16 featuring advanced avionics, an AESA radar, improved mission systems, and enhanced combat capabilities to extend the fighter’s operational life.
-
A.
F-35 Lightning II
The F-35 Lightning II is a family of stealth multirole combat aircraft developed by Lockheed Martin for the U.S. and allied nations, designed to perform air-to-air, air-to-ground, and intelligence, surveillance, and reconnaissance missions.
-
B.
Lockheed Martin F-35A Lightning II
The Lockheed Martin F-35A Lightning II is a fifth-generation, single-seat, stealth multirole fighter aircraft designed for advanced air-to-air and air-to-ground combat operations.
-
C.
F-35C Lightning II
The F-35C Lightning II is the U.S. Navy’s carrier-capable variant of the stealth multirole Joint Strike Fighter, designed for catapult launches, arrested recoveries, and long-range strike and air superiority missions at sea.
-
D.
F-35B Lightning II
The F-35B Lightning II is a fifth-generation, stealth, short takeoff and vertical landing (STOVL) multirole fighter jet used by several air arms, including the Royal Air Force and Royal Navy.
-
E.
Eurofighter Typhoon Tranche 3
The Eurofighter Typhoon Tranche 3 is an advanced production standard of the Eurofighter multirole combat aircraft, incorporating upgraded avionics, sensors, and systems to enhance air-to-air and air-to-ground capabilities.
- 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_69a498d77abc8190913bf57e5f51d2c4 |
completed | March 1, 2026, 7:51 p.m. |
| NER | Named-entity recognition | batch_69a4c290db288190910fcfa17e902663 |
completed | March 1, 2026, 10:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acce725fec819085f6de8e6e368aa4 |
completed | March 8, 2026, 1:18 a.m. |
| NEDg | Description generation | batch_69accf9ac120819084c21fb7b88c050a |
completed | March 8, 2026, 1:23 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69accff8af488190a7580cf7c02ceed9 |
completed | March 8, 2026, 1:25 a.m. |
Created at: March 1, 2026, 7:56 p.m.