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.