Triple

T9223417
Position Surface form Disambiguated ID Type / Status
Subject Laichingen E221618 entity
Predicate hasMayor P185 FINISHED
Object Klaus Kaufmann
Klaus Kaufmann is a German local politician who serves as the mayor of the town of Laichingen in Baden-Württemberg.
E784971 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: Klaus Kaufmann | Statement: [Laichingen, hasMayor, Klaus Kaufmann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Klaus Kaufmann
Context triple: [Laichingen, hasMayor, Klaus Kaufmann]
  • A. John Werner Cahn
    John Werner Cahn was an influential American materials scientist and physicist known for his pioneering work on phase transformations and the thermodynamics of microstructural evolution in solids.
  • B. Jacob Kershner
    Jacob Kershner was the first husband of anarchist activist and writer Emma Goldman, known primarily through his brief and troubled marriage to her in the late 19th century.
  • C. Dore Schary
    Dore Schary was an American screenwriter, producer, and studio executive best known for his influential tenure at MGM and his socially conscious films in mid-20th-century Hollywood.
  • D. Bert I. Gordon
    Bert I. Gordon was an American filmmaker best known for his low-budget 1950s–60s science fiction and horror movies featuring giant creatures, earning him the nickname "Mr. B.I.G."
  • E. Louis Kraemer
    Louis Kraemer was a party to the landmark U.S. Supreme Court case Shelley v. Kraemer, which held that courts could not enforce racially restrictive housing covenants.
  • 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: Klaus Kaufmann
Triple: [Laichingen, hasMayor, Klaus Kaufmann]
Generated description
Klaus Kaufmann is a German local politician who serves as the mayor of the town of Laichingen in Baden-Württemberg.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Klaus Kaufmann
Target entity description: Klaus Kaufmann is a German local politician who serves as the mayor of the town of Laichingen in Baden-Württemberg.
  • A. John Werner Cahn
    John Werner Cahn was an influential American materials scientist and physicist known for his pioneering work on phase transformations and the thermodynamics of microstructural evolution in solids.
  • B. Jacob Kershner
    Jacob Kershner was the first husband of anarchist activist and writer Emma Goldman, known primarily through his brief and troubled marriage to her in the late 19th century.
  • C. Dore Schary
    Dore Schary was an American screenwriter, producer, and studio executive best known for his influential tenure at MGM and his socially conscious films in mid-20th-century Hollywood.
  • D. Bert I. Gordon
    Bert I. Gordon was an American filmmaker best known for his low-budget 1950s–60s science fiction and horror movies featuring giant creatures, earning him the nickname "Mr. B.I.G."
  • E. Louis Kraemer
    Louis Kraemer was a party to the landmark U.S. Supreme Court case Shelley v. Kraemer, which held that courts could not enforce racially restrictive housing covenants.
  • 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_69ca83ec8db08190a9110df8232885d2 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccda7903208190b4e29a1591aab78a completed April 1, 2026, 8:42 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0664565748190a45cf382fca72cbe completed April 4, 2026, 1:15 a.m.
NEDg Description generation batch_69d06771ba808190a7b10f664425e76e completed April 4, 2026, 1:20 a.m.
NED2 Entity disambiguation (via description) batch_69d068087ab881908edcfd384a2e3f07 completed April 4, 2026, 1:23 a.m.
Created at: March 30, 2026, 7:28 p.m.