Triple

T2596899
Position Surface form Disambiguated ID Type / Status
Subject Soviet Ground Forces E58251 entity
Predicate standardServiceRifle P7745 FINISHED
Object AK-74
The AK-74 is a Soviet-designed 5.45×39mm assault rifle developed in the 1970s as a modernized successor to the AK-47, widely used by Soviet and later Russian and other military forces.
 E283901 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: AK-74 | Statement: [Soviet Ground Forces, standardServiceRifle, AK-74]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AK-74
Context triple: [Soviet Ground Forces, standardServiceRifle, AK-74]
  • A. AK-47
    The AK-47 is a Soviet-designed, gas-operated assault rifle renowned for its durability, simplicity, and widespread use in conflicts around the world.
  • B. SA80 assault rifle
    The SA80 assault rifle is the standard-issue bullpup infantry weapon of the British Armed Forces, known for its compact design and multiple modernization upgrades since its introduction in the 1980s.
  • C. 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.
  • D. FAMAS assault rifle
    The FAMAS assault rifle is a distinctive French bullpup 5.56×45mm NATO service rifle known for its high rate of fire and long use as the standard infantry weapon of France.
  • E. HK433 assault rifle
    The HK433 assault rifle is a modern modular German 5.56×45mm NATO firearm designed by Heckler & Koch to combine features of the G36 and HK416 for military and law enforcement use.
  • 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: AK-74
Triple: [Soviet Ground Forces, standardServiceRifle, AK-74]
Generated description
The AK-74 is a Soviet-designed 5.45×39mm assault rifle developed in the 1970s as a modernized successor to the AK-47, widely used by Soviet and later Russian and other military forces.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AK-74
Target entity description: The AK-74 is a Soviet-designed 5.45×39mm assault rifle developed in the 1970s as a modernized successor to the AK-47, widely used by Soviet and later Russian and other military forces.
  • A. AK-47
    The AK-47 is a Soviet-designed, gas-operated assault rifle renowned for its durability, simplicity, and widespread use in conflicts around the world.
  • B. SA80 assault rifle
    The SA80 assault rifle is the standard-issue bullpup infantry weapon of the British Armed Forces, known for its compact design and multiple modernization upgrades since its introduction in the 1980s.
  • C. 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.
  • D. FAMAS assault rifle
    The FAMAS assault rifle is a distinctive French bullpup 5.56×45mm NATO service rifle known for its high rate of fire and long use as the standard infantry weapon of France.
  • E. HK433 assault rifle
    The HK433 assault rifle is a modern modular German 5.56×45mm NATO firearm designed by Heckler & Koch to combine features of the G36 and HK416 for military and law enforcement use.
  • 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_69ab4ac14040819098b13f4a27d5c8ff completed March 6, 2026, 9:44 p.m.
NER Named-entity recognition batch_69abd83299708190993b79daaffcc9a1 completed March 7, 2026, 7:48 a.m.
NED1 Entity disambiguation (via context triple) batch_69af907835188190914a241e8bdf0d4f completed March 10, 2026, 3:31 a.m.
NEDg Description generation batch_69af90f63dac8190b3282b5029d22fab completed March 10, 2026, 3:33 a.m.
NED2 Entity disambiguation (via description) batch_69af918e7b50819082f37f9cdb3271a2 completed March 10, 2026, 3:35 a.m.
Created at: March 6, 2026, 9:49 p.m.