Triple

T22021119
Position Surface form Disambiguated ID Type / Status
Subject American Made E543848 entity
Predicate character P662 FINISHED
Object Barry Seal
Barry Seal was a real-life American pilot and drug smuggler who became an informant for the DEA, later dramatized by Tom Cruise in the film "American Made."
E1514067 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: Barry Seal | Statement: [American Made, character, Barry Seal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Barry Seal
Context triple: [American Made, character, Barry Seal]
  • A. 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.
  • B. James Jesus Angleton
    James Jesus Angleton was a prominent American intelligence officer best known for serving as the long-time chief of counterintelligence at the CIA during the Cold War.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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: Barry Seal
Triple: [American Made, character, Barry Seal]
Generated description
Barry Seal was a real-life American pilot and drug smuggler who became an informant for the DEA, later dramatized by Tom Cruise in the film "American Made."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Barry Seal
Target entity description: Barry Seal was a real-life American pilot and drug smuggler who became an informant for the DEA, later dramatized by Tom Cruise in the film "American Made."
  • A. 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.
  • B. James Jesus Angleton
    James Jesus Angleton was a prominent American intelligence officer best known for serving as the long-time chief of counterintelligence at the CIA during the Cold War.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69e11e2e8ea4819084210fe06d3a1b8d completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f127c7b3308190ac056bef6f82722e completed April 28, 2026, 9:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0a738382f4819098bd47f00946e65b completed May 18, 2026, 2:03 a.m.
NEDg Description generation batch_6a0a745e534881909a681b9f2234afa5 completed May 18, 2026, 2:07 a.m.
NED2 Entity disambiguation (via description) batch_6a0a7857e6dc819088b592cdff7d4cf3 completed May 18, 2026, 2:24 a.m.
Created at: April 16, 2026, 8:23 p.m.