Triple
T21064340
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | APKWS II |
E518928
|
entity |
| Predicate | fullName |
P16
|
FINISHED |
| Object |
Advanced Precision Kill Weapon System II
Advanced Precision Kill Weapon System II is a laser-guided rocket system developed to provide low-cost, precision strike capability by converting standard unguided rockets into accurate, guided munitions for various aircraft and helicopters.
|
E1465535
|
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: Advanced Precision Kill Weapon System II | Statement: [APKWS II, fullName, Advanced Precision Kill Weapon System II]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Advanced Precision Kill Weapon System II Context triple: [APKWS II, fullName, Advanced Precision Kill Weapon System II]
-
A.
Close-In Weapon System
A Close-In Weapon System is a point-defense naval weapon designed to automatically detect, track, and destroy incoming threats such as missiles and aircraft at very short range.
-
B.
Weapon System 107A-1
Weapon System 107A-1 was the U.S. Air Force development program under which the SM-65 Atlas, America’s first operational intercontinental ballistic missile, was created.
-
C.
M25 sniper weapon system
The M25 sniper weapon system is a precision-enhanced, accurized sniper variant of the M14 rifle used by U.S. military forces for designated marksman and sniper roles.
-
D.
Future Anti-Surface Guided Weapon (Heavy)
The Future Anti-Surface Guided Weapon (Heavy) is a British-developed helicopter-launched anti-ship missile system designed to engage and destroy small to medium-sized surface vessels with high precision.
-
E.
Archer Artillery System
The Archer Artillery System is a modern Swedish self-propelled howitzer platform designed for rapid, highly automated, long-range indirect fire support.
- 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: Advanced Precision Kill Weapon System II Triple: [APKWS II, fullName, Advanced Precision Kill Weapon System II]
Generated description
Advanced Precision Kill Weapon System II is a laser-guided rocket system developed to provide low-cost, precision strike capability by converting standard unguided rockets into accurate, guided munitions for various aircraft and helicopters.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Advanced Precision Kill Weapon System II Target entity description: Advanced Precision Kill Weapon System II is a laser-guided rocket system developed to provide low-cost, precision strike capability by converting standard unguided rockets into accurate, guided munitions for various aircraft and helicopters.
-
A.
Close-In Weapon System
A Close-In Weapon System is a point-defense naval weapon designed to automatically detect, track, and destroy incoming threats such as missiles and aircraft at very short range.
-
B.
Weapon System 107A-1
Weapon System 107A-1 was the U.S. Air Force development program under which the SM-65 Atlas, America’s first operational intercontinental ballistic missile, was created.
-
C.
M25 sniper weapon system
The M25 sniper weapon system is a precision-enhanced, accurized sniper variant of the M14 rifle used by U.S. military forces for designated marksman and sniper roles.
-
D.
Future Anti-Surface Guided Weapon (Heavy)
The Future Anti-Surface Guided Weapon (Heavy) is a British-developed helicopter-launched anti-ship missile system designed to engage and destroy small to medium-sized surface vessels with high precision.
-
E.
Archer Artillery System
The Archer Artillery System is a modern Swedish self-propelled howitzer platform designed for rapid, highly automated, long-range indirect fire support.
- 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_69e0b505ef108190b25dd4033e2ff7eb |
completed | April 16, 2026, 10:08 a.m. |
| NER | Named-entity recognition | batch_69e6feb29e388190a80fa969a4daa606 |
completed | April 21, 2026, 4:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09506fd93c8190bb04cd85a28178d7 |
completed | May 17, 2026, 5:21 a.m. |
| NEDg | Description generation | batch_6a09539a75488190b7bfdd8506ca58c8 |
completed | May 17, 2026, 5:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0954550d7481909dc2f6d209c76fb1 |
completed | May 17, 2026, 5:38 a.m. |
Created at: April 16, 2026, 2:43 p.m.