Triple

T21842162
Position Surface form Disambiguated ID Type / Status
Subject CIA Trailblazer Award E539280 entity
Predicate hasRecipient P108 FINISHED
Object Aldrich Ames (revoked)
Aldrich Ames is a former CIA officer turned notorious Soviet and Russian spy whose espionage severely compromised U.S. intelligence operations before his arrest and imprisonment.
E1503485 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: Aldrich Ames (revoked) | Statement: [CIA Trailblazer Award, hasRecipient, Aldrich Ames (revoked)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aldrich Ames (revoked)
Context triple: [CIA Trailblazer Award, hasRecipient, Aldrich Ames (revoked)]
  • A. Robert Hanssen
    Robert Hanssen was an FBI agent who became one of the most damaging spies in American history by secretly passing classified information to the Soviet Union and Russia for over two decades.
  • B. Blaine Manning
    Blaine Manning is a former Canadian professional lacrosse forward best known as a star player and multiple-time NLL champion with the Toronto Rock.
  • C. Oleg Penkovsky
    Oleg Penkovsky was a high-ranking Soviet military intelligence officer who spied for the West during the Cold War and provided crucial information about Soviet missiles before being arrested and executed.
  • D. E. Howard Hunt
    E. Howard Hunt was a former CIA officer and White House operative best known as a key conspirator in the Watergate break-in and cover-up.
  • E. Kim Philby
    Kim Philby was a high-ranking British intelligence officer who became one of the most infamous Soviet double agents of the 20th century.
  • 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: Aldrich Ames (revoked)
Triple: [CIA Trailblazer Award, hasRecipient, Aldrich Ames (revoked)]
Generated description
Aldrich Ames is a former CIA officer turned notorious Soviet and Russian spy whose espionage severely compromised U.S. intelligence operations before his arrest and imprisonment.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aldrich Ames (revoked)
Target entity description: Aldrich Ames is a former CIA officer turned notorious Soviet and Russian spy whose espionage severely compromised U.S. intelligence operations before his arrest and imprisonment.
  • A. Robert Hanssen
    Robert Hanssen was an FBI agent who became one of the most damaging spies in American history by secretly passing classified information to the Soviet Union and Russia for over two decades.
  • B. Blaine Manning
    Blaine Manning is a former Canadian professional lacrosse forward best known as a star player and multiple-time NLL champion with the Toronto Rock.
  • C. Oleg Penkovsky
    Oleg Penkovsky was a high-ranking Soviet military intelligence officer who spied for the West during the Cold War and provided crucial information about Soviet missiles before being arrested and executed.
  • D. E. Howard Hunt
    E. Howard Hunt was a former CIA officer and White House operative best known as a key conspirator in the Watergate break-in and cover-up.
  • E. Kim Philby
    Kim Philby was a high-ranking British intelligence officer who became one of the most infamous Soviet double agents of the 20th century.
  • 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_69e0c476c3c88190a92d08ebb59a128a completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69f0a7acb17c81908c0de0afac5a9fa7 completed April 28, 2026, 12:27 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a45f0ded08190b17f3473ac339b01 completed May 17, 2026, 10:49 p.m.
NEDg Description generation batch_6a0a4682eca08190916e211b0e9e3861 completed May 17, 2026, 10:51 p.m.
NED2 Entity disambiguation (via description) batch_6a0a474e900c81909c5167c63509ae0a completed May 17, 2026, 10:55 p.m.
Created at: April 16, 2026, 6:55 p.m.