Triple
T9799476
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Whittaker Chambers |
E237799
|
entity |
| Predicate | memberOf |
P10
|
FINISHED |
| Object |
Soviet underground apparatus in the United States
The Soviet underground apparatus in the United States was a covert network of Communist agents and sympathizers who engaged in espionage and subversion on behalf of the Soviet Union during the early to mid-20th century.
|
E821215
|
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: Soviet underground apparatus in the United States | Statement: [Whittaker Chambers, memberOf, Soviet underground apparatus in the United States]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Soviet underground apparatus in the United States Context triple: [Whittaker Chambers, memberOf, Soviet underground apparatus in the United States]
-
A.
Soviet intelligence (in the novel)
Soviet intelligence (in the novel) is the fictional Cold War-era espionage organization backing the antagonist in Ian Fleming’s James Bond story, operating as a shadowy state security and spy apparatus.
-
B.
Left Opposition in the Soviet Union
The Left Opposition in the Soviet Union was a faction of Bolshevik leaders, led by Leon Trotsky, that criticized the growing bureaucratization of the Soviet state and party and advocated for inner-party democracy and rapid industrialization in the 1920s.
-
C.
The Kremlin Conspiracy
The Kremlin Conspiracy is a Cold War-era spy novel by former CIA officer and Watergate conspirator E. Howard Hunt, drawing on his intelligence background for its espionage plot.
-
D.
Leningrad Affair
The Leningrad Affair was a late-1940s Soviet political purge in which Stalin orchestrated the arrest and execution of prominent Leningrad Party and government officials to eliminate perceived regional rivals and consolidate his power.
-
E.
The Kremlin Letter
The Kremlin Letter is a 1970 Cold War espionage film, co-written by former CIA officer E. Howard Hunt, known for its intricate spy plot and bleak, cynical tone.
- 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: Soviet underground apparatus in the United States Triple: [Whittaker Chambers, memberOf, Soviet underground apparatus in the United States]
Generated description
The Soviet underground apparatus in the United States was a covert network of Communist agents and sympathizers who engaged in espionage and subversion on behalf of the Soviet Union during the early to mid-20th century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Soviet underground apparatus in the United States Target entity description: The Soviet underground apparatus in the United States was a covert network of Communist agents and sympathizers who engaged in espionage and subversion on behalf of the Soviet Union during the early to mid-20th century.
-
A.
Soviet intelligence (in the novel)
Soviet intelligence (in the novel) is the fictional Cold War-era espionage organization backing the antagonist in Ian Fleming’s James Bond story, operating as a shadowy state security and spy apparatus.
-
B.
Left Opposition in the Soviet Union
The Left Opposition in the Soviet Union was a faction of Bolshevik leaders, led by Leon Trotsky, that criticized the growing bureaucratization of the Soviet state and party and advocated for inner-party democracy and rapid industrialization in the 1920s.
-
C.
The Kremlin Conspiracy
The Kremlin Conspiracy is a Cold War-era spy novel by former CIA officer and Watergate conspirator E. Howard Hunt, drawing on his intelligence background for its espionage plot.
-
D.
Leningrad Affair
The Leningrad Affair was a late-1940s Soviet political purge in which Stalin orchestrated the arrest and execution of prominent Leningrad Party and government officials to eliminate perceived regional rivals and consolidate his power.
-
E.
The Kremlin Letter
The Kremlin Letter is a 1970 Cold War espionage film, co-written by former CIA officer E. Howard Hunt, known for its intricate spy plot and bleak, cynical tone.
- 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_69ca84dd4608819097ff4ed00feca280 |
completed | March 30, 2026, 2:12 p.m. |
| NER | Named-entity recognition | batch_69cda628fe0081909d2fbac3bd56ee84 |
completed | April 1, 2026, 11:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1c445c81481908700ffde5dd28936 |
completed | April 5, 2026, 2:09 a.m. |
| NEDg | Description generation | batch_69d1c4c37e248190a1b10cf6d0056c02 |
completed | April 5, 2026, 2:11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d1c56957f8819080eca0a71c24f86a |
completed | April 5, 2026, 2:14 a.m. |
Created at: March 30, 2026, 8:28 p.m.