Triple

T13703472
Position Surface form Disambiguated ID Type / Status
Subject Friedrich L. Bauer E328575 entity
Predicate notableStudent P4838 FINISHED
Object Josef Stoer
Josef Stoer was a German mathematician renowned for his contributions to numerical analysis, particularly in numerical methods for differential equations and approximation theory.
E1055368 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: Josef Stoer | Statement: [Friedrich L. Bauer, notableStudent, Josef Stoer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Josef Stoer
Context triple: [Friedrich L. Bauer, notableStudent, Josef Stoer]
  • A. Werner Hager
    Werner Hager is an individual notable enough to be recognized as a prominent bearer of the surname Hager.
  • B. Martin Kutta
    Martin Kutta was a German mathematician best known for his contributions to numerical analysis and fluid dynamics, including co-developing the Runge–Kutta methods and the Kutta–Joukowski theorem.
  • C. Dieter W. Heermann
    Dieter W. Heermann is a physicist known for his work in computational physics and biophysics, particularly in the modeling of complex systems such as polymers and chromatin.
  • D. Alexandre J. Chorin
    Alexandre J. Chorin is a mathematician renowned for his pioneering work in computational fluid dynamics and numerical methods for solving the Navier–Stokes equations.
  • E. Wolfgang Neuss
    Wolfgang Neuss was a prominent German cabaret artist, comedian, and actor known for his sharp political satire and influential role in postwar German entertainment.
  • 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: Josef Stoer
Triple: [Friedrich L. Bauer, notableStudent, Josef Stoer]
Generated description
Josef Stoer was a German mathematician renowned for his contributions to numerical analysis, particularly in numerical methods for differential equations and approximation theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Josef Stoer
Target entity description: Josef Stoer was a German mathematician renowned for his contributions to numerical analysis, particularly in numerical methods for differential equations and approximation theory.
  • A. Werner Hager
    Werner Hager is an individual notable enough to be recognized as a prominent bearer of the surname Hager.
  • B. Martin Kutta
    Martin Kutta was a German mathematician best known for his contributions to numerical analysis and fluid dynamics, including co-developing the Runge–Kutta methods and the Kutta–Joukowski theorem.
  • C. Dieter W. Heermann
    Dieter W. Heermann is a physicist known for his work in computational physics and biophysics, particularly in the modeling of complex systems such as polymers and chromatin.
  • D. Alexandre J. Chorin
    Alexandre J. Chorin is a mathematician renowned for his pioneering work in computational fluid dynamics and numerical methods for solving the Navier–Stokes equations.
  • E. Wolfgang Neuss
    Wolfgang Neuss was a prominent German cabaret artist, comedian, and actor known for his sharp political satire and influential role in postwar German entertainment.
  • 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_69d8076ff62081908a7bd79889edd7a0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dcad162158819089280ee1e6b5c2cf completed April 13, 2026, 8:45 a.m.
NED1 Entity disambiguation (via context triple) batch_69f79459192c81908132ad9813d69125 completed May 3, 2026, 6:30 p.m.
NEDg Description generation batch_69f79655d5f08190a3cbf3e12e2ffa67 completed May 3, 2026, 6:39 p.m.
NED2 Entity disambiguation (via description) batch_69f7972a1cf48190a1d435227414967a completed May 3, 2026, 6:42 p.m.
Created at: April 9, 2026, 9:54 p.m.