Triple

T5416817
Position Surface form Disambiguated ID Type / Status
Subject Hydra 70 E121151 entity
Predicate familyIncludes P3600 FINISHED
Object APKWS II
APKWS II is a laser-guided precision version of the Hydra 70 rocket, designed to convert unguided 70 mm rockets into low-cost, highly accurate air-to-ground weapons.
E518928 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: APKWS II | Statement: [Hydra 70, familyIncludes, APKWS II]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: APKWS II
Context triple: [Hydra 70, familyIncludes, APKWS II]
  • A. K2 assault rifle
    The K2 assault rifle is a South Korean 5.56×45mm NATO service rifle developed by Daewoo as the standard-issue firearm for the Republic of Korea Armed Forces.
  • B. HK69 grenade launcher
    The HK69 grenade launcher is a German-made, single-shot, break-action 40mm weapon designed by Heckler & Koch for infantry use in launching explosive and less-lethal munitions.
  • C. RPG-7
    The RPG-7 is a widely used, shoulder-fired, reusable rocket-propelled grenade launcher of Soviet origin, known for its simplicity, low cost, and effectiveness against armored vehicles and fortifications.
  • D. AK5 assault rifle
    The AK5 assault rifle is a Swedish-made, 5.56×45mm NATO service rifle that serves as the standard infantry weapon of the Swedish Armed Forces.
  • E. GMLRS rocket
    The GMLRS rocket is a GPS-guided, extended-range artillery rocket used by modern multiple launch rocket systems to deliver precise strikes at medium to long distances.
  • 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: APKWS II
Triple: [Hydra 70, familyIncludes, APKWS II]
Generated description
APKWS II is a laser-guided precision version of the Hydra 70 rocket, designed to convert unguided 70 mm rockets into low-cost, highly accurate air-to-ground weapons.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: APKWS II
Target entity description: APKWS II is a laser-guided precision version of the Hydra 70 rocket, designed to convert unguided 70 mm rockets into low-cost, highly accurate air-to-ground weapons.
  • A. K2 assault rifle
    The K2 assault rifle is a South Korean 5.56×45mm NATO service rifle developed by Daewoo as the standard-issue firearm for the Republic of Korea Armed Forces.
  • B. HK69 grenade launcher
    The HK69 grenade launcher is a German-made, single-shot, break-action 40mm weapon designed by Heckler & Koch for infantry use in launching explosive and less-lethal munitions.
  • C. RPG-7
    The RPG-7 is a widely used, shoulder-fired, reusable rocket-propelled grenade launcher of Soviet origin, known for its simplicity, low cost, and effectiveness against armored vehicles and fortifications.
  • D. AK5 assault rifle
    The AK5 assault rifle is a Swedish-made, 5.56×45mm NATO service rifle that serves as the standard infantry weapon of the Swedish Armed Forces.
  • E. GMLRS rocket
    The GMLRS rocket is a GPS-guided, extended-range artillery rocket used by modern multiple launch rocket systems to deliver precise strikes at medium to long distances.
  • 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_69bd463a41cc8190b32ff5af2b96ca93 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd87bff75881909bdfd2cdf7ff5657 completed March 20, 2026, 5:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf3aaaaae0819090db7071e9a5847a completed March 22, 2026, 12:41 a.m.
NEDg Description generation batch_69bf3b4ab72c81908a4a80681fbd3fba completed March 22, 2026, 12:43 a.m.
NED2 Entity disambiguation (via description) batch_69bf3be530188190bde63a481013d24e completed March 22, 2026, 12:46 a.m.
Created at: March 20, 2026, 2:05 p.m.