Triple

T17936
Position Surface form Disambiguated ID Type / Status
Subject Manhattan Project E354 entity
Predicate keyScientist P256 FINISHED
Object Leo Szilard
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.
E17050 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: Leo Szilard | Statement: [Manhattan Project, keyScientist, Leo Szilard]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Leo Szilard
Context triple: [Manhattan Project, keyScientist, Leo Szilard]
  • A. 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.
  • B. Enrico Fermi
    Enrico Fermi was an Italian-American physicist renowned for his work on nuclear physics and the development of the first nuclear reactor, which earned him a central role in the advent of the atomic age.
  • C. J. Robert Oppenheimer
    J. Robert Oppenheimer was an American theoretical physicist best known as the scientific director of the Manhattan Project, which developed the first nuclear weapons during World War II.
  • D. I. I. Rabi
    I. I. Rabi was a Nobel Prize–winning American physicist renowned for his pioneering work in nuclear magnetic resonance and contributions to quantum physics.
  • E. Stanislaw Ulam
    Stanislaw Ulam was a Polish-American mathematician and physicist known for his key contributions to the development of the hydrogen bomb, the Monte Carlo method, and early work in computing and set theory.
  • 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: Leo Szilard
Triple: [Manhattan Project, keyScientist, Leo Szilard]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Leo Szilard
Target entity description: 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.
  • A. 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.
  • B. Enrico Fermi
    Enrico Fermi was an Italian-American physicist renowned for his work on nuclear physics and the development of the first nuclear reactor, which earned him a central role in the advent of the atomic age.
  • C. J. Robert Oppenheimer
    J. Robert Oppenheimer was an American theoretical physicist best known as the scientific director of the Manhattan Project, which developed the first nuclear weapons during World War II.
  • D. I. I. Rabi
    I. I. Rabi was a Nobel Prize–winning American physicist renowned for his pioneering work in nuclear magnetic resonance and contributions to quantum physics.
  • E. Stanislaw Ulam
    Stanislaw Ulam was a Polish-American mathematician and physicist known for his key contributions to the development of the hydrogen bomb, the Monte Carlo method, and early work in computing and set theory.
  • 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_69a23d7ad88c8190bffe8ab091d86642 completed Feb. 28, 2026, 12:57 a.m.
NER Named-entity recognition batch_69a2465d9038819087f875a5afac9541 completed Feb. 28, 2026, 1:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2bf62f0f481909e1efb2f3b903694 completed Feb. 28, 2026, 10:11 a.m.
NEDg Description generation batch_69a2bfc230b0819084d773474e8fcbfe completed Feb. 28, 2026, 10:13 a.m.
NED2 Entity disambiguation (via description) batch_69a2c09721a88190a6268360c34a0b01 completed Feb. 28, 2026, 10:16 a.m.
Created at: Feb. 28, 2026, 1:02 a.m.