Triple

T6713021
Position Surface form Disambiguated ID Type / Status
Subject Kerpen E153193 entity
Predicate hasNotablePerson P304 FINISHED
Object Norbert Blüm
Norbert Blüm was a prominent German Christian Democratic Union politician and long-serving federal labor minister, best known for his advocacy of the welfare state and the slogan “Die Rente ist sicher” (“Pensions are safe”).
 E613498 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: Norbert Blüm | Statement: [Kerpen, hasNotablePerson, Norbert Blüm]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Norbert Blüm
Context triple: [Kerpen, hasNotablePerson, Norbert Blüm]
  • A. Bernhard Scholz
    Bernhard Scholz is a German computer scientist known for his work in programming languages, logic programming, and the development of the Soufflé Datalog engine.
  • B. 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.
  • C. Gerhard Wagner
    Gerhard Wagner is a scientist known as a prominent student and collaborator of Nobel Prize–winning chemist Kurt Wüthrich, contributing to the field of biomolecular NMR spectroscopy.
  • D. Winfried Schäfer
    Winfried Schäfer is a German football manager best known for his successful stints coaching national teams, including leading Cameroon to victory in the 2002 Africa Cup of Nations.
  • E. Horst Köhler
    Horst Köhler is a German politician and economist who served as President of Germany from 2004 to 2010.
  • 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: Norbert Blüm
Triple: [Kerpen, hasNotablePerson, Norbert Blüm]
Generated description
Norbert Blüm was a prominent German Christian Democratic Union politician and long-serving federal labor minister, best known for his advocacy of the welfare state and the slogan “Die Rente ist sicher” (“Pensions are safe”).
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Norbert Blüm
Target entity description: Norbert Blüm was a prominent German Christian Democratic Union politician and long-serving federal labor minister, best known for his advocacy of the welfare state and the slogan “Die Rente ist sicher” (“Pensions are safe”).
  • A. Bernhard Scholz
    Bernhard Scholz is a German computer scientist known for his work in programming languages, logic programming, and the development of the Soufflé Datalog engine.
  • B. 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.
  • C. Gerhard Wagner
    Gerhard Wagner is a scientist known as a prominent student and collaborator of Nobel Prize–winning chemist Kurt Wüthrich, contributing to the field of biomolecular NMR spectroscopy.
  • D. Winfried Schäfer
    Winfried Schäfer is a German football manager best known for his successful stints coaching national teams, including leading Cameroon to victory in the 2002 Africa Cup of Nations.
  • E. Horst Köhler
    Horst Köhler is a German politician and economist who served as President of Germany from 2004 to 2010.
  • 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_69c68809b4608190a2509ddb5ab87f05 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d121a92c8190a03f384a8aba84da completed March 27, 2026, 6:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69c700948788819087f9b466be337286 completed March 27, 2026, 10:11 p.m.
NEDg Description generation batch_69c703ad7e0c81908da32c96806f3b07 completed March 27, 2026, 10:24 p.m.
NED2 Entity disambiguation (via description) batch_69c7042f23408190b06faafcb3251276 completed March 27, 2026, 10:26 p.m.
Created at: March 27, 2026, 2:07 p.m.