Triple

T11108947
Position Surface form Disambiguated ID Type / Status
Subject Tomas Mikolov E262703 entity
Predicate coAuthor P398 FINISHED
Object Martin Karafiát
Martin Karafiát is a researcher in speech and language processing, known for his contributions to automatic speech recognition and related computational linguistics work.
E906314 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: Martin Karafiát | Statement: [Tomas Mikolov, coAuthor, Martin Karafiát]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Martin Karafiát
Context triple: [Tomas Mikolov, coAuthor, Martin Karafiát]
  • A. Vlado Meller
    Vlado Meller is a renowned audio mastering engineer known for his work on numerous high-profile albums across rock, pop, and hip-hop.
  • B. Eduard Nápravník
    Eduard Nápravník was a prominent 19th-century Czech-born conductor and composer who became a leading figure at the Imperial Mariinsky Theatre in St. Petersburg, championing Russian opera and symphonic music.
  • C. Martin Bareš
    Martin Bareš is a Czech neurologist and academic who serves as the rector of Masaryk University in Brno.
  • D. Martin Rázus
    Martin Rázus was a prominent Slovak Lutheran pastor, writer, and politician who became a leading figure in the Slovak national and autonomist movement in the early 20th century.
  • E. Josef Baxa
    Josef Baxa is a Czech lawyer and judge who serves as the President of the Constitutional Court of the Czech Republic and is known for his significant influence on the country’s judicial system.
  • 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: Martin Karafiát
Triple: [Tomas Mikolov, coAuthor, Martin Karafiát]
Generated description
Martin Karafiát is a researcher in speech and language processing, known for his contributions to automatic speech recognition and related computational linguistics work.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Martin Karafiát
Target entity description: Martin Karafiát is a researcher in speech and language processing, known for his contributions to automatic speech recognition and related computational linguistics work.
  • A. Vlado Meller
    Vlado Meller is a renowned audio mastering engineer known for his work on numerous high-profile albums across rock, pop, and hip-hop.
  • B. Eduard Nápravník
    Eduard Nápravník was a prominent 19th-century Czech-born conductor and composer who became a leading figure at the Imperial Mariinsky Theatre in St. Petersburg, championing Russian opera and symphonic music.
  • C. Martin Bareš
    Martin Bareš is a Czech neurologist and academic who serves as the rector of Masaryk University in Brno.
  • D. Martin Rázus
    Martin Rázus was a prominent Slovak Lutheran pastor, writer, and politician who became a leading figure in the Slovak national and autonomist movement in the early 20th century.
  • E. Josef Baxa
    Josef Baxa is a Czech lawyer and judge who serves as the President of the Constitutional Court of the Czech Republic and is known for his significant influence on the country’s judicial system.
  • 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_69d6aa9b46cc8190b19f9f0cc45bf322 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d79a67d10c8190815d4c27d55270e8 completed April 9, 2026, 12:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69e42d72f8f48190a7414119a6be9d5e completed April 19, 2026, 1:18 a.m.
NEDg Description generation batch_69e4374700b881908ebb185ae020487b completed April 19, 2026, 2 a.m.
NED2 Entity disambiguation (via description) batch_69e4399385c08190852c3cbd730a1f11 completed April 19, 2026, 2:10 a.m.
Created at: April 8, 2026, 9:27 p.m.