Triple

T16299424
Position Surface form Disambiguated ID Type / Status
Subject Philip Holmes E395742 entity
Predicate coAuthor P398 FINISHED
Object Predrag Cvitanović
Predrag Cvitanović is a theoretical physicist and chaos theorist known for his work on dynamical systems, periodic orbit theory, and contributions to the understanding of turbulence and nonlinear phenomena.
E1212204 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: Predrag Cvitanović | Statement: [Philip Holmes, coAuthor, Predrag Cvitanović]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Predrag Cvitanović
Context triple: [Philip Holmes, coAuthor, Predrag Cvitanović]
  • A. Milan M. Ćirković
    Milan M. Ćirković is a Serbian astronomer and philosopher of science known for his work on astrobiology, the Fermi paradox, and global catastrophic risk studies.
  • B. Predrag Danilović
    Predrag Danilović is a former Serbian professional basketball star, widely regarded as one of Europe’s top shooting guards of the 1990s and a key figure for both club and national teams.
  • C. Predrag Radosavljević
    Predrag Radosavljević, better known as Preki, is a retired Serbian-American attacking midfielder and coach who starred in Major League Soccer and represented the United States national team.
  • D. Vladimir Vujović
    Vladimir Vujović, better known by his stage name Michel Auclair, was a French actor recognized for his work in mid-20th-century European cinema.
  • E. Mirko Cvetković
    Mirko Cvetković is a Serbian economist and politician who served as the country's prime minister in the late 2000s and early 2010s.
  • 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: Predrag Cvitanović
Triple: [Philip Holmes, coAuthor, Predrag Cvitanović]
Generated description
Predrag Cvitanović is a theoretical physicist and chaos theorist known for his work on dynamical systems, periodic orbit theory, and contributions to the understanding of turbulence and nonlinear phenomena.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Predrag Cvitanović
Target entity description: Predrag Cvitanović is a theoretical physicist and chaos theorist known for his work on dynamical systems, periodic orbit theory, and contributions to the understanding of turbulence and nonlinear phenomena.
  • A. Milan M. Ćirković
    Milan M. Ćirković is a Serbian astronomer and philosopher of science known for his work on astrobiology, the Fermi paradox, and global catastrophic risk studies.
  • B. Predrag Danilović
    Predrag Danilović is a former Serbian professional basketball star, widely regarded as one of Europe’s top shooting guards of the 1990s and a key figure for both club and national teams.
  • C. Predrag Radosavljević
    Predrag Radosavljević, better known as Preki, is a retired Serbian-American attacking midfielder and coach who starred in Major League Soccer and represented the United States national team.
  • D. Predrag Matvejević
    Predrag Matvejević was a Bosnian-Croatian writer, essayist, and public intellectual best known for his influential work "Mediterranean: A Cultural Landscape" and his engagement in political and cultural debates in the former Yugoslavia.
  • E. Vladimir Vujović
    Vladimir Vujović, better known by his stage name Michel Auclair, was a French actor recognized for his work in mid-20th-century European cinema.
  • 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_69d87f23bb088190a16fbb91a1957ea5 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e25e30ee288190b78807b60cb18e22 completed April 17, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_6a003c4ab62881909c311bdc44068dc4 completed May 10, 2026, 8:05 a.m.
NEDg Description generation batch_6a003e490bf0819093acd954a4cd9b0c completed May 10, 2026, 8:14 a.m.
NED2 Entity disambiguation (via description) batch_6a003f1037408190a5edd4a5258b50c9 completed May 10, 2026, 8:17 a.m.
Created at: April 10, 2026, 5:06 a.m.