Triple

T20222745
Position Surface form Disambiguated ID Type / Status
Subject Lothar E495297 entity
Predicate isBorneBy P2774 FINISHED
Object Lothar Malskat (German painter and art restorer)
Lothar Malskat was a controversial German painter and art restorer best known for his involvement in high-profile art forgery scandals in the mid-20th century.
E1419364 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: Lothar Malskat (German painter and art restorer) | Statement: [Lothar, isBorneBy, Lothar Malskat (German painter and art restorer)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lothar Malskat (German painter and art restorer)
Context triple: [Lothar, isBorneBy, Lothar Malskat (German painter and art restorer)]
  • A. Hans Kaltneker
    Hans Kaltneker was an Austrian Expressionist playwright and poet whose work inspired the libretto of Erich Wolfgang Korngold’s opera "Das Wunder der Heliane."
  • B. Franz Mack
    Franz Mack was a German entrepreneur and amusement park pioneer best known as the co-founder of Europa-Park, one of Europe’s largest theme parks.
  • C. Teobert Maler
    Teobert Maler was an Austrian-born explorer, photographer, and archaeologist known for his pioneering documentation of ancient Maya ruins in Mexico and Central America.
  • D. Friedrich Müller (Maler Müller)
    Friedrich Müller, known as Maler Müller, was an 18th-century German poet, dramatist, and painter associated with the Sturm und Drang literary movement.
  • E. Hermann Balck
    Hermann Balck was a highly regarded German panzer general of World War II, noted for his tactical skill in mobile warfare on both the Eastern and Western Fronts.
  • 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: Lothar Malskat (German painter and art restorer)
Triple: [Lothar, isBorneBy, Lothar Malskat (German painter and art restorer)]
Generated description
Lothar Malskat was a controversial German painter and art restorer best known for his involvement in high-profile art forgery scandals in the mid-20th century.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lothar Malskat (German painter and art restorer)
Target entity description: Lothar Malskat was a controversial German painter and art restorer best known for his involvement in high-profile art forgery scandals in the mid-20th century.
  • A. Hans Kaltneker
    Hans Kaltneker was an Austrian Expressionist playwright and poet whose work inspired the libretto of Erich Wolfgang Korngold’s opera "Das Wunder der Heliane."
  • B. Franz Mack
    Franz Mack was a German entrepreneur and amusement park pioneer best known as the co-founder of Europa-Park, one of Europe’s largest theme parks.
  • C. Teobert Maler
    Teobert Maler was an Austrian-born explorer, photographer, and archaeologist known for his pioneering documentation of ancient Maya ruins in Mexico and Central America.
  • D. Friedrich Müller (Maler Müller)
    Friedrich Müller, known as Maler Müller, was an 18th-century German poet, dramatist, and painter associated with the Sturm und Drang literary movement.
  • E. Hermann Balck
    Hermann Balck was a highly regarded German panzer general of World War II, noted for his tactical skill in mobile warfare on both the Eastern and Western Fronts.
  • 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_69da626cff80819097b530718a7c98b6 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e66fd729548190942bcf842f03c4cd completed April 20, 2026, 6:26 p.m.
NED1 Entity disambiguation (via context triple) batch_6a084b866fc4819086521bb69505b674 completed May 16, 2026, 10:48 a.m.
NEDg Description generation batch_6a084c6561ec8190b1eee3d94aeb5009 completed May 16, 2026, 10:52 a.m.
NED2 Entity disambiguation (via description) batch_6a084d0ac2f881909be142d6b30cc9ec completed May 16, 2026, 10:55 a.m.
Created at: April 11, 2026, 11:39 p.m.