Triple

T20222746
Position Surface form Disambiguated ID Type / Status
Subject Lothar E495297 entity
Predicate isBorneBy P2774 FINISHED
Object Lothar Bisky (German politician)
Lothar Bisky was a German politician and media scholar best known as a longtime leader of the Party of Democratic Socialism (PDS) and later co-chair of The Left (Die Linke).
 E1419365 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 Bisky (German politician) | Statement: [Lothar, isBorneBy, Lothar Bisky (German politician)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lothar Bisky (German politician)
Context triple: [Lothar, isBorneBy, Lothar Bisky (German politician)]
  • A. Karl-Heinz Kohl
    Karl-Heinz Kohl is a German ethnologist and anthropologist known for his work on religious cultures, particularly in Indonesia and Oceania.
  • B. Horst Schulze
    Horst Schulze is a German-born hotelier and business executive best known as a co-founder and former president of The Ritz-Carlton Hotel Company, where he helped define modern luxury hospitality standards.
  • C. Daniel Günther
    Daniel Günther is a German politician from the Christian Democratic Union (CDU) who serves as the Minister-President of the northern federal state of Schleswig-Holstein.
  • D. Georg Scholz
    Georg Scholz was a German painter associated with the New Objectivity movement, known for his socially critical, realist depictions of Weimar-era society.
  • E. Hermann Köhl
    Hermann Köhl was a German aviation pioneer best known for co-piloting the first successful east-to-west non-stop transatlantic flight in 1928.
  • 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 Bisky (German politician)
Triple: [Lothar, isBorneBy, Lothar Bisky (German politician)]
Generated description
Lothar Bisky was a German politician and media scholar best known as a longtime leader of the Party of Democratic Socialism (PDS) and later co-chair of The Left (Die Linke).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lothar Bisky (German politician)
Target entity description: Lothar Bisky was a German politician and media scholar best known as a longtime leader of the Party of Democratic Socialism (PDS) and later co-chair of The Left (Die Linke).
  • A. Karl-Heinz Kohl
    Karl-Heinz Kohl is a German ethnologist and anthropologist known for his work on religious cultures, particularly in Indonesia and Oceania.
  • B. Horst Schulze
    Horst Schulze is a German-born hotelier and business executive best known as a co-founder and former president of The Ritz-Carlton Hotel Company, where he helped define modern luxury hospitality standards.
  • C. Daniel Günther
    Daniel Günther is a German politician from the Christian Democratic Union (CDU) who serves as the Minister-President of the northern federal state of Schleswig-Holstein.
  • D. Georg Scholz
    Georg Scholz was a German painter associated with the New Objectivity movement, known for his socially critical, realist depictions of Weimar-era society.
  • E. Hermann Köhl
    Hermann Köhl was a German aviation pioneer best known for co-piloting the first successful east-to-west non-stop transatlantic flight in 1928.
  • 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.