Triple
T3654095
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lockheed Martin Aeronautics |
E77488
|
entity |
| Predicate | hasMajorProgram |
P50719
|
FINISHED |
| Object |
F-16 program
The F-16 program is a major fighter aircraft development and production initiative centered on the F-16 Fighting Falcon, a widely used multirole combat jet operated by numerous air forces worldwide.
|
E382194
|
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-16 program | Statement: [Lockheed Martin Aeronautics, hasMajorProgram, F-16 program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: F-16 program Context triple: [Lockheed Martin Aeronautics, hasMajorProgram, F-16 program]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Advanced Tactical Fighter program
The Advanced Tactical Fighter program was a U.S. Air Force initiative launched during the Cold War to develop a next-generation stealth air superiority fighter, ultimately resulting in the Lockheed Martin F-22 Raptor.
-
E.
United States Air Force FX program
The United States Air Force FX program was a Cold War-era fighter development initiative that led to the creation of the F-15 Eagle, a high-performance air superiority fighter designed to counter advanced Soviet 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: F-16 program Triple: [Lockheed Martin Aeronautics, hasMajorProgram, F-16 program]
Generated description
The F-16 program is a major fighter aircraft development and production initiative centered on the F-16 Fighting Falcon, a widely used multirole combat jet operated by numerous air forces worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: F-16 program Target entity description: The F-16 program is a major fighter aircraft development and production initiative centered on the F-16 Fighting Falcon, a widely used multirole combat jet operated by numerous air forces worldwide.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Advanced Tactical Fighter program
The Advanced Tactical Fighter program was a U.S. Air Force initiative launched during the Cold War to develop a next-generation stealth air superiority fighter, ultimately resulting in the Lockheed Martin F-22 Raptor.
-
E.
United States Air Force FX program
The United States Air Force FX program was a Cold War-era fighter development initiative that led to the creation of the F-15 Eagle, a high-performance air superiority fighter designed to counter advanced Soviet 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_69ad85def5cc8190863dccf55a18bebb |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adc3b9164c81908938a4338430d193 |
completed | March 8, 2026, 6:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b4cde0425081909ca15dba0bcc3fc4 |
completed | March 14, 2026, 2:54 a.m. |
| NEDg | Description generation | batch_69b4ce71b9e4819089d4b74cad82fa23 |
completed | March 14, 2026, 2:56 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b4d21472648190a1ef55af8c046182 |
completed | March 14, 2026, 3:12 a.m. |
Created at: March 8, 2026, 3:24 p.m.