Triple

T17835746
Position Surface form Disambiguated ID Type / Status
Subject Hugo Schmeisser E445378 entity
Predicate employer P7 FINISHED
Object CG Haenel
CG Haenel is a German firearms manufacturer known for producing military and civilian small arms, including designs associated with famed weapons designer Hugo Schmeisser.
 E1291356 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: CG Haenel | Statement: [Hugo Schmeisser, employer, CG Haenel]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: CG Haenel
Context triple: [Hugo Schmeisser, employer, CG Haenel]
  • A. Heckler & Koch
    Heckler & Koch is a German defense manufacturer renowned for producing small arms such as the G3, MP5, and HK416 rifles used by military and law enforcement worldwide.
  • B. Mauser
    Mauser is a historic German arms manufacturer renowned for its influential bolt-action rifles and other military firearms.
  • C. Heckler & Koch 33 series
    The Heckler & Koch 33 series is a family of German 5.56×45mm NATO assault rifles developed from the G3 design and widely used by military and law enforcement forces worldwide.
  • D. Stoeger
    Stoeger is a firearms manufacturer and importer known for producing affordable shotguns, pistols, and airguns, and operating as part of the Beretta Holding group.
  • E. Walther
    Walther is a given name and surname of Germanic origin, commonly used in German-speaking countries and occasionally in other parts of Europe.
  • 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: CG Haenel
Triple: [Hugo Schmeisser, employer, CG Haenel]
Generated description
CG Haenel is a German firearms manufacturer known for producing military and civilian small arms, including designs associated with famed weapons designer Hugo Schmeisser.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: CG Haenel
Target entity description: CG Haenel is a German firearms manufacturer known for producing military and civilian small arms, including designs associated with famed weapons designer Hugo Schmeisser.
  • A. Heckler & Koch
    Heckler & Koch is a German defense manufacturer renowned for producing small arms such as the G3, MP5, and HK416 rifles used by military and law enforcement worldwide.
  • B. Mauser
    Mauser is a historic German arms manufacturer renowned for its influential bolt-action rifles and other military firearms.
  • C. Heckler & Koch 33 series
    The Heckler & Koch 33 series is a family of German 5.56×45mm NATO assault rifles developed from the G3 design and widely used by military and law enforcement forces worldwide.
  • D. Stoeger
    Stoeger is a firearms manufacturer and importer known for producing affordable shotguns, pistols, and airguns, and operating as part of the Beretta Holding group.
  • E. Walther
    Walther is a given name and surname of Germanic origin, commonly used in German-speaking countries and occasionally in other parts of Europe.
  • 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_69d8b9f1a6d881909f024bc603111cdb completed April 10, 2026, 8:50 a.m.
NER Named-entity recognition batch_69e48d27f8908190bf48a8153756effa completed April 19, 2026, 8:07 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0306fa32e481908ef71c18b6f37d59 completed May 12, 2026, 10:54 a.m.
NEDg Description generation batch_6a030804acf081908b4f00aa4e45e842 completed May 12, 2026, 10:59 a.m.
NED2 Entity disambiguation (via description) batch_6a0308a29f1081909a44c221aefb723c completed May 12, 2026, 11:01 a.m.
Created at: April 10, 2026, 10:16 a.m.