Triple

T3987436
Position Surface form Disambiguated ID Type / Status
Subject Monte Carlo method E86905 entity
Predicate notableDeveloper P14207 FINISHED
Object Nicholas Metropolis
Nicholas Metropolis was a Greek-American physicist and computer scientist best known for pioneering work in computational physics and for helping develop the Monte Carlo method and early electronic computers at Los Alamos.
E404064 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: Nicholas Metropolis | Statement: [Monte Carlo method, notableDeveloper, Nicholas Metropolis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nicholas Metropolis
Context triple: [Monte Carlo method, notableDeveloper, Nicholas Metropolis]
  • A. 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.
  • B. 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.
  • C. Joseph Edward Mayer
    Joseph Edward Mayer was an American chemist and physicist known for his contributions to statistical mechanics and thermodynamics, and for his collaborations with his Nobel Prize–winning wife, Maria Goeppert Mayer.
  • D. Murray Feshbach
    Murray Feshbach was an American demographer and scholar known for his pioneering research on Soviet and Russian population, public health, and environmental issues.
  • E. William A. Fowler
    William A. Fowler was an American nuclear physicist and Nobel laureate renowned for his pioneering work on the nuclear reactions that power stars and synthesize the chemical elements.
  • 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: Nicholas Metropolis
Triple: [Monte Carlo method, notableDeveloper, Nicholas Metropolis]
Generated description
Nicholas Metropolis was a Greek-American physicist and computer scientist best known for pioneering work in computational physics and for helping develop the Monte Carlo method and early electronic computers at Los Alamos.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nicholas Metropolis
Target entity description: Nicholas Metropolis was a Greek-American physicist and computer scientist best known for pioneering work in computational physics and for helping develop the Monte Carlo method and early electronic computers at Los Alamos.
  • A. 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.
  • B. 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.
  • C. Joseph Edward Mayer
    Joseph Edward Mayer was an American chemist and physicist known for his contributions to statistical mechanics and thermodynamics, and for his collaborations with his Nobel Prize–winning wife, Maria Goeppert Mayer.
  • D. Murray Feshbach
    Murray Feshbach was an American demographer and scholar known for his pioneering research on Soviet and Russian population, public health, and environmental issues.
  • E. William A. Fowler
    William A. Fowler was an American nuclear physicist and Nobel laureate renowned for his pioneering work on the nuclear reactions that power stars and synthesize the chemical elements.
  • 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_69aed93fd9d4819085d3b2137d2346cb completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af0197a0a0819085d746f51c7fc51b completed March 9, 2026, 5:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5402f72e8819097ce951aac465dc8 completed March 14, 2026, 11:02 a.m.
NEDg Description generation batch_69b54111e5188190ab8ec23124c22981 completed March 14, 2026, 11:05 a.m.
NED2 Entity disambiguation (via description) batch_69b54195261c8190a155b3c0469b0a35 completed March 14, 2026, 11:08 a.m.
Created at: March 9, 2026, 3:33 p.m.