Triple

T18536071
Position Surface form Disambiguated ID Type / Status
Subject von Weizsäcker E452969 entity
Predicate hasNotableBearer P458 FINISHED
Object Robert Klaus von Weizsäcker
Robert Klaus von Weizsäcker is a German economist and academic known for his work in public finance and social policy, and as a member of the prominent von Weizsäcker family.
E1336990 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: Robert Klaus von Weizsäcker | Statement: [von Weizsäcker, hasNotableBearer, Robert Klaus von Weizsäcker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert Klaus von Weizsäcker
Context triple: [von Weizsäcker, hasNotableBearer, Robert Klaus von Weizsäcker]
  • A. Carl Christian von Weizsäcker
    Carl Christian von Weizsäcker is a German economist known for his influential work in welfare economics, capital theory, and intergenerational justice.
  • B. Carl Friedrich von Weizsäcker
    Carl Friedrich von Weizsäcker was a German physicist and philosopher known for his contributions to nuclear physics, cosmology, and the philosophy of science, as well as for his involvement in ethical debates about atomic weapons.
  • C. Richard von Weizsäcker
    Richard von Weizsäcker was a prominent German statesman and Christian Democratic Union politician who served as President of Germany during the pivotal years of reunification.
  • D. Heinrich von Weizsäcker
    Heinrich von Weizsäcker was a German mathematician known for his work in probability theory and measure theory.
  • E. Ernst Ulrich von Weizsäcker
    Ernst Ulrich von Weizsäcker is a German scientist and politician known for his pioneering work in environmental policy and resource efficiency.
  • 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: Robert Klaus von Weizsäcker
Triple: [von Weizsäcker, hasNotableBearer, Robert Klaus von Weizsäcker]
Generated description
Robert Klaus von Weizsäcker is a German economist and academic known for his work in public finance and social policy, and as a member of the prominent von Weizsäcker family.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert Klaus von Weizsäcker
Target entity description: Robert Klaus von Weizsäcker is a German economist and academic known for his work in public finance and social policy, and as a member of the prominent von Weizsäcker family.
  • A. Carl Christian von Weizsäcker
    Carl Christian von Weizsäcker is a German economist known for his influential work in welfare economics, capital theory, and intergenerational justice.
  • B. Carl Friedrich von Weizsäcker
    Carl Friedrich von Weizsäcker was a German physicist and philosopher known for his contributions to nuclear physics, cosmology, and the philosophy of science, as well as for his involvement in ethical debates about atomic weapons.
  • C. Richard von Weizsäcker
    Richard von Weizsäcker was a prominent German statesman and Christian Democratic Union politician who served as President of Germany during the pivotal years of reunification.
  • D. Heinrich von Weizsäcker
    Heinrich von Weizsäcker was a German mathematician known for his work in probability theory and measure theory.
  • E. Ernst Ulrich von Weizsäcker
    Ernst Ulrich von Weizsäcker is a German scientist and politician known for his pioneering work in environmental policy and resource efficiency.
  • 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_69d8d387b5548190aa030dad2cb4947e completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5340193588190ace2c09c6a94cf81 completed April 19, 2026, 7:58 p.m.
NED1 Entity disambiguation (via context triple) batch_6a05233d017481908ada76dd4b2c888d completed May 14, 2026, 1:19 a.m.
NEDg Description generation batch_6a0524db7c3c81909c1448bdd5eb40e0 completed May 14, 2026, 1:26 a.m.
NED2 Entity disambiguation (via description) batch_6a0525523e8481908a230329a9b36a52 completed May 14, 2026, 1:28 a.m.
Created at: April 10, 2026, 11:37 a.m.