Triple

T8995434
Position Surface form Disambiguated ID Type / Status
Subject Frieda Hughes E214893 entity
Predicate spouse P13 FINISHED
Object László Lukács
László Lukács is known primarily as the former husband of British poet and painter Frieda Hughes, daughter of Sylvia Plath and Ted Hughes.
E770992 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: László Lukács | Statement: [Frieda Hughes, spouse, László Lukács]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: László Lukács
Context triple: [Frieda Hughes, spouse, László Lukács]
  • A. György Lukács
    György Lukács was a Hungarian Marxist philosopher and literary critic known for his pioneering work in Western Marxism, particularly his theories of reification, class consciousness, and the novel.
  • B. Ferenc Mészáros
    Ferenc Mészáros is a Hungarian figure known for his role in supporting the Pan-European Picnic, a pivotal event in the peaceful end of the Cold War and the opening of the Iron Curtain.
  • C. Miklos Molnar
    Miklos Molnar is a retired Danish-Hungarian footballer and striker best known for scoring the winning goal for the Kansas City Wizards in the 2000 MLS Cup final.
  • D. 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.
  • E. Miklós László
    Miklós László was a Hungarian-born playwright best known for writing the stage play that inspired the classic film "The Shop Around the Corner."
  • 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: László Lukács
Triple: [Frieda Hughes, spouse, László Lukács]
Generated description
László Lukács is known primarily as the former husband of British poet and painter Frieda Hughes, daughter of Sylvia Plath and Ted Hughes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: László Lukács
Target entity description: László Lukács is known primarily as the former husband of British poet and painter Frieda Hughes, daughter of Sylvia Plath and Ted Hughes.
  • A. György Lukács
    György Lukács was a Hungarian Marxist philosopher and literary critic known for his pioneering work in Western Marxism, particularly his theories of reification, class consciousness, and the novel.
  • B. Ferenc Mészáros
    Ferenc Mészáros is a Hungarian figure known for his role in supporting the Pan-European Picnic, a pivotal event in the peaceful end of the Cold War and the opening of the Iron Curtain.
  • C. Miklos Molnar
    Miklos Molnar is a retired Danish-Hungarian footballer and striker best known for scoring the winning goal for the Kansas City Wizards in the 2000 MLS Cup final.
  • D. 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.
  • E. Miklós László
    Miklós László was a Hungarian-born playwright best known for writing the stage play that inspired the classic film "The Shop Around the Corner."
  • 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_69ca83a05c608190bdfdbdb25e994b39 completed March 30, 2026, 2:07 p.m.
NER Named-entity recognition batch_69cc68ddff288190869731df2c178ff6 completed April 1, 2026, 12:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfd0d0e6a08190a2faf4157b8a9cd4 completed April 3, 2026, 2:38 p.m.
NEDg Description generation batch_69cfd193fdbc8190b49192327f698943 completed April 3, 2026, 2:41 p.m.
NED2 Entity disambiguation (via description) batch_69cfd242590881909ca351c1040c76ef completed April 3, 2026, 2:44 p.m.
Created at: March 30, 2026, 7:04 p.m.