Triple

T736454
Position Surface form Disambiguated ID Type / Status
Subject Maxwell's demon thought experiment E14943 entity
Predicate inspiredWorkBy P6828 FINISHED
Object Leo Szilard E17050 NE FINISHED

How this triple was built (3 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: Leo Szilard | Statement: [Maxwell's demon thought experiment, inspiredWorkBy, Leo Szilard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leo Szilard
Context triple: [Maxwell's demon thought experiment, inspiredWorkBy, Leo Szilard]
  • A. Leo Szilard chosen
    Leo Szilard was a Hungarian-American physicist and inventor who conceived the nuclear chain reaction, played a pivotal role in the development of the atomic bomb, and later became a prominent advocate for nuclear arms control.
  • B. Lew Kowarski
    Lew Kowarski was a Polish-French physicist and pioneer of nuclear research who played a crucial role in early European atomic energy and reactor development.
  • C. Otto Frisch
    Otto Frisch was an Austrian-British physicist best known for co-discovering nuclear fission and contributing to the early development of atomic weapons during World War II.
  • D. Rudolf Peierls
    Rudolf Peierls was a German-born British theoretical physicist whose work on nuclear chain reactions and advocacy helped spur the development of the atomic bomb during World War II.
  • E. Edward Teller
    Edward Teller was a Hungarian-American theoretical physicist best known as the “father of the hydrogen bomb” for his leading role in developing thermonuclear weapons during and after World War II.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: inspiredWorkBy
Context triple: [Maxwell's demon thought experiment, inspiredWorkBy, Leo Szilard]
  • A. influencedWork
    Indicates that one work has had a significant impact on the creation, style, content, or development of another work.
  • B. inspiredAuthor
    Indicates that one entity served as a source of creative or intellectual inspiration for an author entity.
  • C. exhibitsWorkOf
    Indicates that one entity displays or presents the creative works produced by another entity.
  • D. inspiredDocument chosen
    Indicates that one entity (often a work, idea, or person) served as the creative or conceptual inspiration for the creation or content of another document.
  • E. relatedWorkCreator
    Indicates that the creator of one work is related (e.g., by authorship, contribution, or collaboration) to the creation of another work.
  • F. None of above.

Provenance (4 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_69a4934d9930819099eed80096b0597d completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a66820548190b373deb117187c2c completed March 1, 2026, 8:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac2a06c99881908c4f44b6bf91db1c completed March 7, 2026, 1:37 p.m.
PD Predicate disambiguation batch_69a4a4fafee081909bf356854c09aaff completed March 1, 2026, 8:43 p.m.
Created at: March 1, 2026, 7:37 p.m.