Triple

T7903631
Position Surface form Disambiguated ID Type / Status
Subject third law of thermodynamics E183516 entity
Predicate contrastsWith P278 FINISHED
Object second law of thermodynamics
The second law of thermodynamics is a fundamental physical principle stating that the total entropy of an isolated system can never decrease over time, establishing the direction of natural processes and the concept of irreversibility.
E700593 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: second law of thermodynamics | Statement: [third law of thermodynamics, contrastsWith, second law of thermodynamics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: second law of thermodynamics
Context triple: [third law of thermodynamics, contrastsWith, second law of thermodynamics]
  • A. Kelvin–Planck statement of the second law of thermodynamics
    The Kelvin–Planck statement of the second law of thermodynamics asserts that it is impossible to construct a cyclic heat engine that converts all absorbed heat from a single reservoir entirely into work without any other effect.
  • B. Clausius statement of the second law of thermodynamics
    The Clausius statement of the second law of thermodynamics asserts that heat cannot spontaneously flow from a colder body to a hotter body without external work being performed.
  • C. Clausius theorem
    The Clausius theorem is a fundamental result in thermodynamics that formalizes the second law by relating the cyclic integral of heat transfer over temperature to entropy, showing that this quantity is always less than or equal to zero for any cyclic process.
  • D. Carathéodory’s formulation of the second law of thermodynamics
    Carathéodory’s formulation of the second law of thermodynamics is a mathematically rigorous restatement of the second law based on the inaccessibility of certain thermodynamic states, providing a foundation for the concept of entropy without relying on cyclic processes or heat engines.
  • E. third law of thermodynamics
    The third law of thermodynamics is a fundamental principle stating that the entropy of a perfect crystal approaches zero as its temperature approaches absolute zero, forming a basis for absolute entropy measurements and low-temperature physics.
  • 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: second law of thermodynamics
Triple: [third law of thermodynamics, contrastsWith, second law of thermodynamics]
Generated description
The second law of thermodynamics is a fundamental physical principle stating that the total entropy of an isolated system can never decrease over time, establishing the direction of natural processes and the concept of irreversibility.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: second law of thermodynamics
Target entity description: The second law of thermodynamics is a fundamental physical principle stating that the total entropy of an isolated system can never decrease over time, establishing the direction of natural processes and the concept of irreversibility.
  • A. Kelvin–Planck statement of the second law of thermodynamics
    The Kelvin–Planck statement of the second law of thermodynamics asserts that it is impossible to construct a cyclic heat engine that converts all absorbed heat from a single reservoir entirely into work without any other effect.
  • B. Clausius statement of the second law of thermodynamics
    The Clausius statement of the second law of thermodynamics asserts that heat cannot spontaneously flow from a colder body to a hotter body without external work being performed.
  • C. Clausius theorem
    The Clausius theorem is a fundamental result in thermodynamics that formalizes the second law by relating the cyclic integral of heat transfer over temperature to entropy, showing that this quantity is always less than or equal to zero for any cyclic process.
  • D. Carathéodory’s formulation of the second law of thermodynamics
    Carathéodory’s formulation of the second law of thermodynamics is a mathematically rigorous restatement of the second law based on the inaccessibility of certain thermodynamic states, providing a foundation for the concept of entropy without relying on cyclic processes or heat engines.
  • E. third law of thermodynamics
    The third law of thermodynamics is a fundamental principle stating that the entropy of a perfect crystal approaches zero as its temperature approaches absolute zero, forming a basis for absolute entropy measurements and low-temperature physics.
  • 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_69ca828d13088190b222be7aa9f9315c completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a41b0fc81909890f2e4f432a5cf completed March 31, 2026, 3:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5bc35cec8190bda3dfe7d8d4ed18 completed March 31, 2026, 5:29 a.m.
NEDg Description generation batch_69cb7632cbbc819087107c8d2172a038 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb64eee408190a66cbd0cba3054b4 completed March 31, 2026, 11:55 a.m.
Created at: March 30, 2026, 5:02 p.m.