Triple

T356652
Position Surface form Disambiguated ID Type / Status
Subject Tsallis entropy E7558 entity
Predicate namedAfter P63 FINISHED
Object Constantino Tsallis
Constantino Tsallis is a Brazilian physicist best known for formulating nonextensive statistical mechanics and introducing the generalized entropy concept that bears his name.
E45251 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: Constantino Tsallis | Statement: [Tsallis entropy, namedAfter, Constantino Tsallis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Constantino Tsallis
Context triple: [Tsallis entropy, namedAfter, Constantino Tsallis]
  • A. Mark Kac
    Mark Kac was a Polish-American mathematician renowned for his work in probability theory and mathematical physics, particularly for linking stochastic processes with partial differential equations.
  • B. Nigel Goldenfeld
    Nigel Goldenfeld is a theoretical physicist known for his influential work in statistical physics, complex systems, and fluid dynamics.
  • C. Jacob Bekenstein
    Jacob Bekenstein was an Israeli-American theoretical physicist best known for pioneering the concept of black hole entropy and contributing fundamentally to black hole thermodynamics.
  • D. Solomon Kullback
    Solomon Kullback was an American statistician and cryptanalyst best known for co-developing the Kullback–Leibler divergence, a fundamental concept in information theory and statistics.
  • E. Frank Tipler
    Frank Tipler is an American mathematical physicist and cosmologist known for his controversial ideas on the Fermi paradox, the Omega Point theory, and the intersection of physics with theology.
  • 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: Constantino Tsallis
Triple: [Tsallis entropy, namedAfter, Constantino Tsallis]
Generated description
Constantino Tsallis is a Brazilian physicist best known for formulating nonextensive statistical mechanics and introducing the generalized entropy concept that bears his name.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Constantino Tsallis
Target entity description: Constantino Tsallis is a Brazilian physicist best known for formulating nonextensive statistical mechanics and introducing the generalized entropy concept that bears his name.
  • A. Mark Kac
    Mark Kac was a Polish-American mathematician renowned for his work in probability theory and mathematical physics, particularly for linking stochastic processes with partial differential equations.
  • B. Nigel Goldenfeld
    Nigel Goldenfeld is a theoretical physicist known for his influential work in statistical physics, complex systems, and fluid dynamics.
  • C. Jacob Bekenstein
    Jacob Bekenstein was an Israeli-American theoretical physicist best known for pioneering the concept of black hole entropy and contributing fundamentally to black hole thermodynamics.
  • D. Solomon Kullback
    Solomon Kullback was an American statistician and cryptanalyst best known for co-developing the Kullback–Leibler divergence, a fundamental concept in information theory and statistics.
  • E. Frank Tipler
    Frank Tipler is an American mathematical physicist and cosmologist known for his controversial ideas on the Fermi paradox, the Omega Point theory, and the intersection of physics with theology.
  • 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_69a2e7e696948190bebc966535995e45 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ebaf0c9881909313f98818e7fa58 completed Feb. 28, 2026, 1:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3e019211c819087edeb99431061fa completed March 1, 2026, 6:43 a.m.
NEDg Description generation batch_69a3e1092bc48190bd2d4b59d30b8c64 completed March 1, 2026, 6:47 a.m.
NED2 Entity disambiguation (via description) batch_69a3e2183bec8190b1d93a02ec8a0ab8 completed March 1, 2026, 6:52 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.