Triple

T2497379
Position Surface form Disambiguated ID Type / Status
Subject MG 42 E52182 entity
Predicate influenced P9 FINISHED
Object CETME Ameli
The CETME Ameli is a Spanish 5.56×45mm NATO light machine gun designed as a modern, lighter counterpart to earlier German belt-fed machine guns.
 E271697 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: CETME Ameli | Statement: [MG 42, influenced, CETME Ameli]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CETME Ameli
Context triple: [MG 42, influenced, CETME Ameli]
  • A. CZ P-07
    The CZ P-07 is a modern Czech-made polymer-framed semi-automatic pistol widely used by military and law enforcement forces.
  • B. CZ 805 BREN
    The CZ 805 BREN is a modern modular assault rifle developed in the Czech Republic and widely used as a primary service weapon by its armed forces.
  • C. HK417 battle rifle
    The HK417 battle rifle is a German-designed, gas-operated, selective-fire rifle chambered in 7.62×51mm NATO, known for its reliability, accuracy, and use by military and special forces units worldwide.
  • 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. MP5 submachine gun
    The MP5 submachine gun is a widely used 9×19mm firearm renowned for its reliability, accuracy, and extensive adoption by military and law enforcement units worldwide.
  • 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: CETME Ameli
Triple: [MG 42, influenced, CETME Ameli]
Generated description
The CETME Ameli is a Spanish 5.56×45mm NATO light machine gun designed as a modern, lighter counterpart to earlier German belt-fed machine guns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CETME Ameli
Target entity description: The CETME Ameli is a Spanish 5.56×45mm NATO light machine gun designed as a modern, lighter counterpart to earlier German belt-fed machine guns.
  • A. CZ P-07
    The CZ P-07 is a modern Czech-made polymer-framed semi-automatic pistol widely used by military and law enforcement forces.
  • B. CZ 805 BREN
    The CZ 805 BREN is a modern modular assault rifle developed in the Czech Republic and widely used as a primary service weapon by its armed forces.
  • C. HK417 battle rifle
    The HK417 battle rifle is a German-designed, gas-operated, selective-fire rifle chambered in 7.62×51mm NATO, known for its reliability, accuracy, and use by military and special forces units worldwide.
  • 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. MP5 submachine gun
    The MP5 submachine gun is a widely used 9×19mm firearm renowned for its reliability, accuracy, and extensive adoption by military and law enforcement units worldwide.
  • 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_69ab4955111c8190835bf619adec21ff completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd1ad2f8c81908853e97d75081e84 completed March 7, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1f9be594819099a03a2784691124 completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af200e2db4819085851a45213edc89 completed March 9, 2026, 7:31 p.m.
NED2 Entity disambiguation (via description) batch_69af208dfab081909d706aad8ff5f615 completed March 9, 2026, 7:33 p.m.
Created at: March 6, 2026, 9:46 p.m.