Triple

T1004324
Position Surface form Disambiguated ID Type / Status
Subject Morgenstern E21674 entity
Predicate hasNotableBearer P458 FINISHED
Object Markus Morgenstern
Markus Morgenstern is a mathematician known for his contributions to combinatorics and graph theory.
E154219 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: Markus Morgenstern | Statement: [Morgenstern, hasNotableBearer, Markus Morgenstern]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Markus Morgenstern
Context triple: [Morgenstern, hasNotableBearer, Markus Morgenstern]
  • A. Maximilian Scheffler
    Maximilian Scheffler is a scientist known as a notable student and protégé of the German quantum chemist Joachim Sauer.
  • B. Tobias Fünke
    Tobias Fünke is a socially awkward, aspiring actor and former analyst-therapist known for his oblivious behavior and unintentional double entendres in the television series "Arrested Development."
  • C. Martin Benrath
    Martin Benrath was a German actor known for his extensive work in film, television, and theater from the mid-20th century onward.
  • D. Harald Ganzinger
    Harald Ganzinger was a prominent German computer scientist known for his influential work in automated theorem proving and term rewriting systems.
  • E. Ewald Loeser
    Ewald Loeser was a German lawyer and industrial executive who served in senior positions at the Krupp conglomerate and was later prosecuted for his role in Nazi-era crimes during the post–World War II Krupp Trial.
  • 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: Markus Morgenstern
Triple: [Morgenstern, hasNotableBearer, Markus Morgenstern]
Generated description
Markus Morgenstern is a mathematician known for his contributions to combinatorics and graph theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Markus Morgenstern
Target entity description: Markus Morgenstern is a mathematician known for his contributions to combinatorics and graph theory.
  • A. Maximilian Scheffler
    Maximilian Scheffler is a scientist known as a notable student and protégé of the German quantum chemist Joachim Sauer.
  • B. Tobias Fünke
    Tobias Fünke is a socially awkward, aspiring actor and former analyst-therapist known for his oblivious behavior and unintentional double entendres in the television series "Arrested Development."
  • C. Martin Benrath
    Martin Benrath was a German actor known for his extensive work in film, television, and theater from the mid-20th century onward.
  • D. Harald Ganzinger
    Harald Ganzinger was a prominent German computer scientist known for his influential work in automated theorem proving and term rewriting systems.
  • E. Ewald Loeser
    Ewald Loeser was a German lawyer and industrial executive who served in senior positions at the Krupp conglomerate and was later prosecuted for his role in Nazi-era crimes during the post–World War II Krupp Trial.
  • 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_69a493c53e648190ae8cb76c433fd9a7 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b4ff614081909478500ada1f5059 completed March 1, 2026, 9:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69acc605c85881909adc6091bb9d9f8c completed March 8, 2026, 12:42 a.m.
NEDg Description generation batch_69acc71a3e808190aecbb57a64f39b6b completed March 8, 2026, 12:47 a.m.
NED2 Entity disambiguation (via description) batch_69acc88e4ec08190945b366524b83088 completed March 8, 2026, 12:53 a.m.
Created at: March 1, 2026, 7:41 p.m.