Triple
T18004064
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Future Vertical Lift |
E430698
|
entity |
| Predicate | includesProgram |
P1393
|
FINISHED |
| Object |
Air Launched Effects
Air Launched Effects are a family of small, expendable unmanned systems designed to be deployed from military aircraft and helicopters to extend sensing, electronic warfare, and strike capabilities over long ranges.
|
E1300333
|
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: Air Launched Effects | Statement: [Future Vertical Lift, includesProgram, Air Launched Effects]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Air Launched Effects Context triple: [Future Vertical Lift, includesProgram, Air Launched Effects]
-
A.
GBU-12 Paveway II
The GBU-12 Paveway II is a U.S. laser-guided air-to-ground bomb that uses a 500-pound Mark 82 warhead fitted with guidance and control kits for precision strikes.
-
B.
GBU-56 LJDAM
The GBU-56 LJDAM is a U.S. precision-guided air-to-surface bomb that combines GPS/INS and laser guidance to accurately strike both stationary and moving targets.
-
C.
GBU-10 Paveway II
The GBU-10 Paveway II is a U.S. laser-guided air-to-ground bomb that combines a guidance kit with a 2,000-pound class general-purpose warhead for precision strikes against fortified or high-value targets.
-
D.
Paveway series guided bombs
Paveway series guided bombs are laser-guided precision munitions designed to improve the accuracy and effectiveness of conventional unguided bombs against ground targets.
-
E.
Mk 40 Folding-Fin Aerial Rocket
The Mk 40 Folding-Fin Aerial Rocket is an early U.S. unguided air-to-ground rocket system featuring folding fins for stability, used primarily from aircraft and helicopters for attack and support missions.
- 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: Air Launched Effects Triple: [Future Vertical Lift, includesProgram, Air Launched Effects]
Generated description
Air Launched Effects are a family of small, expendable unmanned systems designed to be deployed from military aircraft and helicopters to extend sensing, electronic warfare, and strike capabilities over long ranges.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Air Launched Effects Target entity description: Air Launched Effects are a family of small, expendable unmanned systems designed to be deployed from military aircraft and helicopters to extend sensing, electronic warfare, and strike capabilities over long ranges.
-
A.
GBU-12 Paveway II
The GBU-12 Paveway II is a U.S. laser-guided air-to-ground bomb that uses a 500-pound Mark 82 warhead fitted with guidance and control kits for precision strikes.
-
B.
GBU-56 LJDAM
The GBU-56 LJDAM is a U.S. precision-guided air-to-surface bomb that combines GPS/INS and laser guidance to accurately strike both stationary and moving targets.
-
C.
GBU-10 Paveway II
The GBU-10 Paveway II is a U.S. laser-guided air-to-ground bomb that combines a guidance kit with a 2,000-pound class general-purpose warhead for precision strikes against fortified or high-value targets.
-
D.
Paveway series guided bombs
Paveway series guided bombs are laser-guided precision munitions designed to improve the accuracy and effectiveness of conventional unguided bombs against ground targets.
-
E.
Mk 40 Folding-Fin Aerial Rocket
The Mk 40 Folding-Fin Aerial Rocket is an early U.S. unguided air-to-ground rocket system featuring folding fins for stability, used primarily from aircraft and helicopters for attack and support missions.
- 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_69d8b904530081908bf341d842464856 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4b3eb1f748190904c8894d22cf85f |
completed | April 19, 2026, 10:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0337b6b7e48190a649dda888450b2d |
completed | May 12, 2026, 2:22 p.m. |
| NEDg | Description generation | batch_6a033ca755e08190aa5003164b49f196 |
completed | May 12, 2026, 2:43 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a033d7a601c8190a4746adfdfffbca8 |
completed | May 12, 2026, 2:47 p.m. |
Created at: April 10, 2026, 10:23 a.m.