Triple

T2430442
Position Surface form Disambiguated ID Type / Status
Subject Sturmgewehr 44 E52829 entity
Predicate designer P184 FINISHED
Object Hugo Schmeisser
Hugo Schmeisser was a German firearms designer best known for pioneering modern assault rifle concepts and influencing small arms development in the 20th century.
E445378 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: Hugo Schmeisser | Statement: [Sturmgewehr 44, designer, Hugo Schmeisser]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hugo Schmeisser
Context triple: [Sturmgewehr 44, designer, Hugo Schmeisser]
  • A. Günther von Kluge
    Günther von Kluge was a senior German field marshal of World War II who held high command on the Eastern Front and later in Western Europe, becoming involved in the 20 July plot against Hitler.
  • B. Hermann Hoth
    Hermann Hoth was a German general in the Wehrmacht during World War II, known for commanding panzer armies on the Eastern Front and participating in major operations including the invasion of the Soviet Union.
  • C. Hans-Valentin Hube
    Hans-Valentin Hube was a German Wehrmacht general of World War II, noted for his leadership of armored and infantry formations on the Eastern Front and in the Mediterranean, and for receiving the Knight's Cross with Oak Leaves, Swords, and Diamonds.
  • D. Joachim Peiper
    Joachim Peiper was a high-ranking Waffen-SS officer during World War II, best known for commanding armored units in major battles and for his involvement in war crimes, including the Malmedy massacre.
  • E. Nikolaus von Falkenhorst
    Nikolaus von Falkenhorst was a German Wehrmacht general best known for planning and leading the 1940 invasion of Norway and Denmark during World War II.
  • 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: Hugo Schmeisser
Triple: [Sturmgewehr 44, designer, Hugo Schmeisser]
Generated description
Hugo Schmeisser was a German firearms designer best known for pioneering modern assault rifle concepts and influencing small arms development in the 20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hugo Schmeisser
Target entity description: Hugo Schmeisser was a German firearms designer best known for pioneering modern assault rifle concepts and influencing small arms development in the 20th century.
  • A. Günther von Kluge
    Günther von Kluge was a senior German field marshal of World War II who held high command on the Eastern Front and later in Western Europe, becoming involved in the 20 July plot against Hitler.
  • B. Hermann Hoth
    Hermann Hoth was a German general in the Wehrmacht during World War II, known for commanding panzer armies on the Eastern Front and participating in major operations including the invasion of the Soviet Union.
  • C. Hans-Valentin Hube
    Hans-Valentin Hube was a German Wehrmacht general of World War II, noted for his leadership of armored and infantry formations on the Eastern Front and in the Mediterranean, and for receiving the Knight's Cross with Oak Leaves, Swords, and Diamonds.
  • D. Joachim Peiper
    Joachim Peiper was a high-ranking Waffen-SS officer during World War II, best known for commanding armored units in major battles and for his involvement in war crimes, including the Malmedy massacre.
  • E. Nikolaus von Falkenhorst
    Nikolaus von Falkenhorst was a German Wehrmacht general best known for planning and leading the 1940 invasion of Norway and Denmark during World War II.
  • 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_69ab4959bcc0819083246f9fb10439e3 completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abc99fcd048190a85b95a9a8ae6d4d completed March 7, 2026, 6:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69badb06ddac8190a70d72b491de59c8 completed March 18, 2026, 5:04 p.m.
NEDg Description generation batch_69baf4d32d048190b827d99ebeef074b completed March 18, 2026, 6:54 p.m.
NED2 Entity disambiguation (via description) batch_69baf57a7728819095b29d0dc8b3e37e completed March 18, 2026, 6:56 p.m.
Created at: March 6, 2026, 9:43 p.m.