Triple

T12759422
Position Surface form Disambiguated ID Type / Status
Subject John Nefastis E304950 entity
Predicate associatedConcept P531 FINISHED
Object Maxwell’s Demon
Maxwell’s Demon is a famous thought experiment in thermodynamics that imagines an intelligent being seemingly able to violate the second law of thermodynamics by sorting fast and slow gas molecules without expending energy.
 E1000655 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: Maxwell’s Demon | Statement: [John Nefastis, associatedConcept, Maxwell’s Demon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maxwell’s Demon
Context triple: [John Nefastis, associatedConcept, Maxwell’s Demon]
  • A. Nature Abhors a Vacuum
    Nature Abhors a Vacuum is an abstract color field painting by American artist Helen Frankenthaler, exemplifying her innovative soak-stain technique and lyrical use of color.
  • B. Engines of Logic
    Engines of Logic is a book by mathematician and computer scientist Martin Davis that explores the historical development of mathematical logic and its foundational role in the creation of modern computers.
  • C. The Mechanism
    The Mechanism is a Brazilian political thriller television series that dramatizes large-scale corruption investigations inspired by real events in Brazil.
  • D. The Ray of the Microcosm
    The Ray of the Microcosm is a philosophical-epic poem by Petar II Petrović-Njegoš that explores metaphysical, religious, and existential themes within the Serbian and Montenegrin literary tradition.
  • E. The Machine of the World
    The Machine of the World is a famous allegorical vision in Luís de Camões’ epic poem *Os Lusíadas*, in which the cosmos and its secrets are revealed to the Portuguese explorers.
  • 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: Maxwell’s Demon
Triple: [John Nefastis, associatedConcept, Maxwell’s Demon]
Generated description
Maxwell’s Demon is a famous thought experiment in thermodynamics that imagines an intelligent being seemingly able to violate the second law of thermodynamics by sorting fast and slow gas molecules without expending energy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maxwell’s Demon
Target entity description: Maxwell’s Demon is a famous thought experiment in thermodynamics that imagines an intelligent being seemingly able to violate the second law of thermodynamics by sorting fast and slow gas molecules without expending energy.
  • A. Nature Abhors a Vacuum
    Nature Abhors a Vacuum is an abstract color field painting by American artist Helen Frankenthaler, exemplifying her innovative soak-stain technique and lyrical use of color.
  • B. Engines of Logic
    Engines of Logic is a book by mathematician and computer scientist Martin Davis that explores the historical development of mathematical logic and its foundational role in the creation of modern computers.
  • C. The Mechanism
    The Mechanism is a Brazilian political thriller television series that dramatizes large-scale corruption investigations inspired by real events in Brazil.
  • D. The Ray of the Microcosm
    The Ray of the Microcosm is a philosophical-epic poem by Petar II Petrović-Njegoš that explores metaphysical, religious, and existential themes within the Serbian and Montenegrin literary tradition.
  • E. The Machine of the World
    The Machine of the World is a famous allegorical vision in Luís de Camões’ epic poem *Os Lusíadas*, in which the cosmos and its secrets are revealed to the Portuguese explorers.
  • 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_69d7bdf1fcd081909ffb0e0d6fa3a07d completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96d8d3eb08190ae998df5cc6d9ba6 completed April 10, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69f67c9c93248190b77c7d229da64ffb completed May 2, 2026, 10:37 p.m.
NEDg Description generation batch_69f67de172088190b055ace0fdcfd1fd completed May 2, 2026, 10:42 p.m.
NED2 Entity disambiguation (via description) batch_69f67ececce8819080335e67bd747057 completed May 2, 2026, 10:46 p.m.
Created at: April 9, 2026, 5:28 p.m.