Triple
T1359280
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | F-16 Fighting Falcon |
E29060
|
entity |
| Predicate | developedFor |
P98
|
FINISHED |
| Object |
Lightweight Fighter program
The Lightweight Fighter program was a U.S. Air Force initiative in the 1970s to develop a small, highly maneuverable, and cost-effective air superiority fighter, which ultimately led to aircraft such as the F-16.
|
E156235
|
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: Lightweight Fighter program | Statement: [F-16 Fighting Falcon, developedFor, Lightweight Fighter program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Lightweight Fighter program Context triple: [F-16 Fighting Falcon, developedFor, Lightweight Fighter program]
-
A.
Joint Strike Fighter program
The Joint Strike Fighter program is a multinational defense initiative led by the United States to develop and produce the F-35 Lightning II family of advanced stealth multirole combat aircraft.
-
B.
Alpha Jet
The Alpha Jet is a light attack and advanced jet trainer aircraft developed jointly by France and Germany in the 1970s and widely used for pilot training and tactical support roles.
-
C.
Advanced Air Vehicles Program
The Advanced Air Vehicles Program is a NASA aeronautics initiative focused on developing and demonstrating next-generation aircraft technologies to improve efficiency, sustainability, and safety in air transportation.
-
D.
Joint Advanced Strike Technology program
The Joint Advanced Strike Technology program was a U.S. defense research and development initiative that laid the technological and conceptual groundwork for what became the Joint Strike Fighter (F-35) program.
-
E.
KC-X program
The KC-X program was a U.S. Air Force acquisition initiative to develop and procure a next-generation aerial refueling tanker to replace aging KC-135 aircraft.
- 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: Lightweight Fighter program Triple: [F-16 Fighting Falcon, developedFor, Lightweight Fighter program]
Generated description
The Lightweight Fighter program was a U.S. Air Force initiative in the 1970s to develop a small, highly maneuverable, and cost-effective air superiority fighter, which ultimately led to aircraft such as the F-16.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Lightweight Fighter program Target entity description: The Lightweight Fighter program was a U.S. Air Force initiative in the 1970s to develop a small, highly maneuverable, and cost-effective air superiority fighter, which ultimately led to aircraft such as the F-16.
-
A.
Joint Strike Fighter program
The Joint Strike Fighter program is a multinational defense initiative led by the United States to develop and produce the F-35 Lightning II family of advanced stealth multirole combat aircraft.
-
B.
Alpha Jet
The Alpha Jet is a light attack and advanced jet trainer aircraft developed jointly by France and Germany in the 1970s and widely used for pilot training and tactical support roles.
-
C.
Advanced Air Vehicles Program
The Advanced Air Vehicles Program is a NASA aeronautics initiative focused on developing and demonstrating next-generation aircraft technologies to improve efficiency, sustainability, and safety in air transportation.
-
D.
Joint Advanced Strike Technology program
The Joint Advanced Strike Technology program was a U.S. defense research and development initiative that laid the technological and conceptual groundwork for what became the Joint Strike Fighter (F-35) program.
-
E.
KC-X program
The KC-X program was a U.S. Air Force acquisition initiative to develop and procure a next-generation aerial refueling tanker to replace aging KC-135 aircraft.
- 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.