Triple

T11002210
Position Surface form Disambiguated ID Type / Status
Subject Metropolis algorithm E260028 entity
Predicate coDevelopedBy P3324 FINISHED
Object Marshall N. Rosenbluth
Marshall N. Rosenbluth was an American theoretical physicist renowned for his pioneering contributions to plasma physics and computational methods in statistical mechanics.
E900009 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: Marshall N. Rosenbluth | Statement: [Metropolis algorithm, coDevelopedBy, Marshall N. Rosenbluth]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marshall N. Rosenbluth
Context triple: [Metropolis algorithm, coDevelopedBy, Marshall N. Rosenbluth]
  • A. 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.
  • B. 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.
  • C. Herman Feshbach
    Herman Feshbach was an influential American theoretical physicist known for his work in nuclear physics and his long association with the Massachusetts Institute of Technology.
  • D. 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.
  • E. Martin C. Weisskopf
    Martin C. Weisskopf is an American astrophysicist renowned for his pioneering work in X-ray astronomy and leadership of major space observatory missions.
  • 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: Marshall N. Rosenbluth
Triple: [Metropolis algorithm, coDevelopedBy, Marshall N. Rosenbluth]
Generated description
Marshall N. Rosenbluth was an American theoretical physicist renowned for his pioneering contributions to plasma physics and computational methods in statistical mechanics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marshall N. Rosenbluth
Target entity description: Marshall N. Rosenbluth was an American theoretical physicist renowned for his pioneering contributions to plasma physics and computational methods in statistical mechanics.
  • A. 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.
  • B. 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.
  • C. Herman Feshbach
    Herman Feshbach was an influential American theoretical physicist known for his work in nuclear physics and his long association with the Massachusetts Institute of Technology.
  • D. 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.
  • E. Martin C. Weisskopf
    Martin C. Weisskopf is an American astrophysicist renowned for his pioneering work in X-ray astronomy and leadership of major space observatory missions.
  • 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_69d6aa8a6a548190a750f944ccdc8064 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d796d760008190930228fa77b61b8b completed April 9, 2026, 12:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69e37486b23081909ad282397c50a913 completed April 18, 2026, 12:09 p.m.
NEDg Description generation batch_69e37ab6ca788190ac41f9494ad9a47f completed April 18, 2026, 12:36 p.m.
NED2 Entity disambiguation (via description) batch_69e37c9439fc8190a69cfb1a13da4c19 completed April 18, 2026, 12:44 p.m.
Created at: April 8, 2026, 9:25 p.m.