Triple

T8131428
Position Surface form Disambiguated ID Type / Status
Subject HK G3 series E189860 entity
Predicate developer P73 FINISHED
Object CETME
CETME is a Spanish government-owned firearms design and development center best known for creating the rifle that became the basis of the Heckler & Koch G3 series.
 E713969 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 | Statement: [HK G3 series, developer, CETME]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CETME
Context triple: [HK G3 series, developer, CETME]
  • A. 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.
  • B. Beretta
    Beretta is a historic Italian firearms manufacturer renowned worldwide for its pistols, shotguns, and military small arms.
  • C. CZ 75
    The CZ 75 is a widely used Czech-designed semi-automatic pistol renowned for its reliability, ergonomics, and influence on modern handgun design.
  • D. Franchi
    Franchi is an Italian firearms manufacturer best known for its shotguns, operating as a subsidiary of the Beretta Holding group.
  • E. 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.
  • 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
Triple: [HK G3 series, developer, CETME]
Generated description
CETME is a Spanish government-owned firearms design and development center best known for creating the rifle that became the basis of the Heckler & Koch G3 series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CETME
Target entity description: CETME is a Spanish government-owned firearms design and development center best known for creating the rifle that became the basis of the Heckler & Koch G3 series.
  • A. 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.
  • B. Beretta
    Beretta is a historic Italian firearms manufacturer renowned worldwide for its pistols, shotguns, and military small arms.
  • C. CZ 75
    The CZ 75 is a widely used Czech-designed semi-automatic pistol renowned for its reliability, ergonomics, and influence on modern handgun design.
  • D. Franchi
    Franchi is an Italian firearms manufacturer best known for its shotguns, operating as a subsidiary of the Beretta Holding group.
  • E. 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.
  • 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_69ca82bcb4848190a9a9d036ad768642 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb43b96cd481908c0679050c35d83f completed March 31, 2026, 3:47 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc9482113881909439c9e43fbc933f completed April 1, 2026, 3:44 a.m.
NEDg Description generation batch_69cc95c0b19881908521cce5ac0fe197 completed April 1, 2026, 3:49 a.m.
NED2 Entity disambiguation (via description) batch_69cc970698f88190a0869515904e50e3 completed April 1, 2026, 3:54 a.m.
Created at: March 30, 2026, 5:34 p.m.