Triple

T16107759
Position Surface form Disambiguated ID Type / Status
Subject Esther Szekeres E390783 entity
Predicate birthName P65 FINISHED
Object Eszter Klein
Eszter Klein, later known as Esther Szekeres, was a Hungarian–Australian mathematician recognized for her contributions to combinatorics and for co-formulating the Happy Ending problem.
 E1197546 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: Eszter Klein | Statement: [Esther Szekeres, birthName, Eszter Klein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Eszter Klein
Context triple: [Esther Szekeres, birthName, Eszter Klein]
  • A. Eva Zinner
    Eva Zinner is the daughter of Austrian-born American film editor Peter Zinner, known for his work on classic Hollywood films.
  • B. Lili Darvas
    Lili Darvas was a Hungarian-born stage and film actress renowned for her work in European theatre and later on Broadway and American television.
  • C. Márta Ziegler
    Márta Ziegler was the first wife of Hungarian composer Béla Bartók, with whom she shared a significant period of his early life and career.
  • D. Rosa Holländer
    Rosa Holländer was a member of the Holländer family and an aunt of diarist Anne Frank through her sister Edith Holländer.
  • E. Eva Huber
    Eva Huber is a notable individual who shares the surname Huber, recognized enough to be specifically cited as a bearer of the name.
  • 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: Eszter Klein
Triple: [Esther Szekeres, birthName, Eszter Klein]
Generated description
Eszter Klein, later known as Esther Szekeres, was a Hungarian–Australian mathematician recognized for her contributions to combinatorics and for co-formulating the Happy Ending problem.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Eszter Klein
Target entity description: Eszter Klein, later known as Esther Szekeres, was a Hungarian–Australian mathematician recognized for her contributions to combinatorics and for co-formulating the Happy Ending problem.
  • A. Eva Zinner
    Eva Zinner is the daughter of Austrian-born American film editor Peter Zinner, known for his work on classic Hollywood films.
  • B. Lili Darvas
    Lili Darvas was a Hungarian-born stage and film actress renowned for her work in European theatre and later on Broadway and American television.
  • C. Márta Ziegler
    Márta Ziegler was the first wife of Hungarian composer Béla Bartók, with whom she shared a significant period of his early life and career.
  • D. Rosa Holländer
    Rosa Holländer was a member of the Holländer family and an aunt of diarist Anne Frank through her sister Edith Holländer.
  • E. Eva Huber
    Eva Huber is a notable individual who shares the surname Huber, recognized enough to be specifically cited as a bearer of the name.
  • 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_69d87f1a8dd881909f1de6ef78849874 completed April 10, 2026, 4:39 a.m.
NER Named-entity recognition batch_69e1ff6e55c08190b77f344e4e8c42ad completed April 17, 2026, 9:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69fff79c74388190a10e0346426b0cbe completed May 10, 2026, 3:12 a.m.
NEDg Description generation batch_69fff8de647481908e820b0e14bc7b76 completed May 10, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69fff94cd32081908205ae383e58d148 completed May 10, 2026, 3:19 a.m.
Created at: April 10, 2026, 5 a.m.