Triple

T7433246
Position Surface form Disambiguated ID Type / Status
Subject Soviet atomic bomb project (indirectly, via espionage) E171541 entity
Predicate notableSpy P28504 FINISHED
Object Theodore Hall
Theodore Hall was an American physicist and Soviet atomic spy who passed key information from the U.S. Manhattan Project to the USSR during World War II.
E663519 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: Theodore Hall | Statement: [Soviet atomic bomb project (indirectly, via espionage), notableSpy, Theodore Hall]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Theodore Hall
Context triple: [Soviet atomic bomb project (indirectly, via espionage), notableSpy, Theodore Hall]
  • A. Mark Oliphant
    Mark Oliphant was an Australian physicist and pioneer in nuclear physics who played a key role in early atomic research and the development of radar and particle accelerators.
  • B. Arthur R. von Hippel
    Arthur R. von Hippel was a pioneering physicist and materials scientist known for foundational work in dielectrics and the development of modern materials research.
  • C. 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.
  • D. George Kistiakowsky
    George Kistiakowsky was a Ukrainian-American physical chemist and explosives expert who played a key role in the Manhattan Project and later served as science advisor to U.S. President Dwight D. Eisenhower.
  • E. Sidney B. Kramer
    Sidney B. Kramer was an American publisher best known as a co-founder of the mass-market paperback company Bantam Books.
  • 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: Theodore Hall
Triple: [Soviet atomic bomb project (indirectly, via espionage), notableSpy, Theodore Hall]
Generated description
Theodore Hall was an American physicist and Soviet atomic spy who passed key information from the U.S. Manhattan Project to the USSR during World War II.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Theodore Hall
Target entity description: Theodore Hall was an American physicist and Soviet atomic spy who passed key information from the U.S. Manhattan Project to the USSR during World War II.
  • A. Mark Oliphant
    Mark Oliphant was an Australian physicist and pioneer in nuclear physics who played a key role in early atomic research and the development of radar and particle accelerators.
  • B. Arthur R. von Hippel
    Arthur R. von Hippel was a pioneering physicist and materials scientist known for foundational work in dielectrics and the development of modern materials research.
  • C. 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.
  • D. George Kistiakowsky
    George Kistiakowsky was a Ukrainian-American physical chemist and explosives expert who played a key role in the Manhattan Project and later served as science advisor to U.S. President Dwight D. Eisenhower.
  • E. Sidney B. Kramer
    Sidney B. Kramer was an American publisher best known as a co-founder of the mass-market paperback company Bantam Books.
  • 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_69c68a63491881909281f73d4d5643bf completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f4ec85488190a1f7fb913e0fbe35 completed March 27, 2026, 9:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81f1d8af48190af856b5e2438781d completed March 28, 2026, 6:34 p.m.
NEDg Description generation batch_69c82076aa1481909898fd89a87d5214 completed March 28, 2026, 6:39 p.m.
NED2 Entity disambiguation (via description) batch_69c821f557e08190b39d15c7c7639408 completed March 28, 2026, 6:46 p.m.
Created at: March 27, 2026, 3:12 p.m.