Triple

T19933504
Position Surface form Disambiguated ID Type / Status
Subject Michael Balint E479115 entity
Predicate birthName P65 FINISHED
Object Mihály Bergsmann
Mihály Bergsmann, better known as Michael Balint, was a Hungarian-born psychoanalyst and physician renowned for his influential work on doctor–patient relationships and the development of Balint groups in medical training.
E1402609 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: Mihály Bergsmann | Statement: [Michael Balint, birthName, Mihály Bergsmann]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mihály Bergsmann
Context triple: [Michael Balint, birthName, Mihály Bergsmann]
  • A. Ferenc Madl
    Ferenc Mádl was a Hungarian legal scholar and politician who served as President of Hungary from 2000 to 2005.
  • B. Béla Barényi
    Béla Barényi was a pioneering automotive engineer renowned for developing key passive safety innovations, including the modern crumple zone, that transformed vehicle safety worldwide.
  • C. Miklós Brodszky
    Miklós Brodszky was a Hungarian-born composer best known for his popular film scores and songs written after emigrating to the United States.
  • D. György Thurzó
    György Thurzó was a prominent Hungarian nobleman and Palatine of Hungary in the early 17th century, known for his political influence and role in the trial of Elizabeth Báthory.
  • E. Miklos Haraszti
    Miklós Haraszti is a Hungarian writer, journalist, and human rights advocate known for his work promoting media freedom and democratic reforms in Central and Eastern Europe.
  • 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: Mihály Bergsmann
Triple: [Michael Balint, birthName, Mihály Bergsmann]
Generated description
Mihály Bergsmann, better known as Michael Balint, was a Hungarian-born psychoanalyst and physician renowned for his influential work on doctor–patient relationships and the development of Balint groups in medical training.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mihály Bergsmann
Target entity description: Mihály Bergsmann, better known as Michael Balint, was a Hungarian-born psychoanalyst and physician renowned for his influential work on doctor–patient relationships and the development of Balint groups in medical training.
  • A. Ferenc Madl
    Ferenc Mádl was a Hungarian legal scholar and politician who served as President of Hungary from 2000 to 2005.
  • B. Béla Barényi
    Béla Barényi was a pioneering automotive engineer renowned for developing key passive safety innovations, including the modern crumple zone, that transformed vehicle safety worldwide.
  • C. Miklós Brodszky
    Miklós Brodszky was a Hungarian-born composer best known for his popular film scores and songs written after emigrating to the United States.
  • D. György Thurzó
    György Thurzó was a prominent Hungarian nobleman and Palatine of Hungary in the early 17th century, known for his political influence and role in the trial of Elizabeth Báthory.
  • E. Miklos Haraszti
    Miklós Haraszti is a Hungarian writer, journalist, and human rights advocate known for his work promoting media freedom and democratic reforms in Central and Eastern Europe.
  • 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_69d8e521855c8190b41871700afc8d6a completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e65a1553348190a6c4004d3f9a57c5 completed April 20, 2026, 4:53 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07f6e639788190a63c52cf284dbe99 completed May 16, 2026, 4:47 a.m.
NEDg Description generation batch_6a07f7d235688190971c9c0063669470 completed May 16, 2026, 4:51 a.m.
NED2 Entity disambiguation (via description) batch_6a07f891e5c081909e30e9ce7c271359 completed May 16, 2026, 4:54 a.m.
Created at: April 10, 2026, 1:53 p.m.