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.