Triple

T14252233
Position Surface form Disambiguated ID Type / Status
Subject Marianne Koch E353297 entity
Predicate spouse P13 FINISHED
Object Gerhard Freund
Gerhard Freund is best known as the former husband of German actress and physician Marianne Koch.
 E1429642 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: Gerhard Freund | Statement: [Marianne Koch, spouse, Gerhard Freund]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gerhard Freund
Context triple: [Marianne Koch, spouse, Gerhard Freund]
  • A. Gerhard Weiss
    Gerhard Weiss is a German computer scientist known for his contributions to multi-agent systems and artificial intelligence research.
  • B. Gerhard Doerfer
    Gerhard Doerfer was a German linguist renowned for his critical work on Turkic and other Central Asian languages and for his influential rejection of the proposed Altaic language family.
  • C. Gerhard Schöpfel
    Gerhard Schöpfel was a German Luftwaffe fighter ace of World War II who became a high-scoring pilot and commander on the Western Front.
  • D. Gerhard Neumann
    Gerhard Neumann was a German-born American engineer and aviation executive best known for his influential work at General Electric in developing jet engines.
  • E. Günter Mittag
    Günter Mittag was a prominent East German politician and economist who played a key role in managing the GDR’s centrally planned economy and held several top leadership positions in the Socialist Unity Party.
  • 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: Gerhard Freund
Triple: [Marianne Koch, spouse, Gerhard Freund]
Generated description
Gerhard Freund is best known as the former husband of German actress and physician Marianne Koch.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gerhard Freund
Target entity description: Gerhard Freund is best known as the former husband of German actress and physician Marianne Koch.
  • A. Gerhard Weiss
    Gerhard Weiss is a German computer scientist known for his contributions to multi-agent systems and artificial intelligence research.
  • B. Gerhard Doerfer
    Gerhard Doerfer was a German linguist renowned for his critical work on Turkic and other Central Asian languages and for his influential rejection of the proposed Altaic language family.
  • C. Gerhard Schöpfel
    Gerhard Schöpfel was a German Luftwaffe fighter ace of World War II who became a high-scoring pilot and commander on the Western Front.
  • D. Gerhard Neumann
    Gerhard Neumann was a German-born American engineer and aviation executive best known for his influential work at General Electric in developing jet engines.
  • E. Günter Mittag
    Günter Mittag was a prominent East German politician and economist who played a key role in managing the GDR’s centrally planned economy and held several top leadership positions in the Socialist Unity Party.
  • 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_69d8278c43e08190824146f4632b89a5 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6296f9d0819086f62f525d07eb12 completed April 14, 2026, 3:51 p.m.
NED1 Entity disambiguation (via context triple) batch_6a087b010eb481908d66983622ffa3d7 completed May 16, 2026, 2:11 p.m.
NEDg Description generation batch_6a088014c30c8190937586dc3f23862e completed May 16, 2026, 2:32 p.m.
NED2 Entity disambiguation (via description) batch_6a08810e37c08190bd7e8b584204064c completed May 16, 2026, 2:37 p.m.
Created at: April 10, 2026, 1:08 a.m.