Triple

T11564018
Position Surface form Disambiguated ID Type / Status
Subject MG 34 E274209 entity
Predicate designer P184 FINISHED
Object Heinrich Vollmer
Heinrich Vollmer was a German firearms designer best known for his influential work on early 20th-century machine guns and submachine guns.
 E945215 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: Heinrich Vollmer | Statement: [MG 34, designer, Heinrich Vollmer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Heinrich Vollmer
Context triple: [MG 34, designer, Heinrich Vollmer]
  • A. Gustav Siegle
    Gustav Siegle was a prominent 19th-century German industrialist and patron of the arts from Stuttgart.
  • B. Otto Reiniger
    Otto Reiniger was a German landscape painter associated with the Stuttgart art scene in the late 19th and early 20th centuries.
  • C. Otto Mueller
    Otto Mueller was a German Expressionist painter known for his muted color palettes and depictions of nudes and Romani people, associated with the early 20th-century avant-garde.
  • D. Adolf Borchers
    Adolf Borchers was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front.
  • E. Hermann Schmitz
    Hermann Schmitz was a German industrialist who served as a leading executive of IG Farben and was later convicted for his role in the company’s activities during the Nazi era.
  • 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: Heinrich Vollmer
Triple: [MG 34, designer, Heinrich Vollmer]
Generated description
Heinrich Vollmer was a German firearms designer best known for his influential work on early 20th-century machine guns and submachine guns.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Heinrich Vollmer
Target entity description: Heinrich Vollmer was a German firearms designer best known for his influential work on early 20th-century machine guns and submachine guns.
  • A. Gustav Siegle
    Gustav Siegle was a prominent 19th-century German industrialist and patron of the arts from Stuttgart.
  • B. Otto Reiniger
    Otto Reiniger was a German landscape painter associated with the Stuttgart art scene in the late 19th and early 20th centuries.
  • C. Otto Mueller
    Otto Mueller was a German Expressionist painter known for his muted color palettes and depictions of nudes and Romani people, associated with the early 20th-century avant-garde.
  • D. Adolf Borchers
    Adolf Borchers was a German Luftwaffe fighter ace of World War II, credited with numerous aerial victories on the Eastern Front.
  • E. Hermann Schmitz
    Hermann Schmitz was a German industrialist who served as a leading executive of IG Farben and was later convicted for his role in the company’s activities during the Nazi era.
  • 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_69d6aae5ac3c81908d2b0a3a665665b2 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d88dd321f88190a57ecaf079fbbc3f completed April 10, 2026, 5:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69f08f645c70819085c13b641deecb82 completed April 28, 2026, 10:43 a.m.
NEDg Description generation batch_69f0bd36673881908530b68e496c3d2e completed April 28, 2026, 1:59 p.m.
NED2 Entity disambiguation (via description) batch_69f0eec1f5d081908624fe2a93995fe5 completed April 28, 2026, 5:30 p.m.
Created at: April 8, 2026, 9:37 p.m.