Triple

T7343815
Position Surface form Disambiguated ID Type / Status
Subject Trump presidential transition E169323 entity
Predicate announcedWhiteHouseStaff P33239 FINISHED
Object Michael Flynn
Michael Flynn is a retired U.S. Army lieutenant general who briefly served as President Donald Trump’s first national security adviser before resigning amid controversy over his contacts with Russian officials.
 E658471 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: Michael Flynn | Statement: [Trump presidential transition, announcedWhiteHouseStaff, Michael Flynn]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Michael Flynn
Context triple: [Trump presidential transition, announcedWhiteHouseStaff, Michael Flynn]
  • A. Michael D. Flynn
    Michael D. Flynn is a prominent architect and key leader at the international architecture firm Pei Cobb Freed & Partners.
  • B. Mark Meadows
    Mark Meadows is an American politician and former U.S. Representative who served as a close ally of Donald Trump and played a key role in his administration and post-election efforts.
  • C. John Brennan
    John Brennan is an American intelligence official who served as Director of the Central Intelligence Agency under President Barack Obama.
  • D. Rod Rosenstein
    Rod Rosenstein is an American lawyer and former U.S. Deputy Attorney General known for overseeing the early stages of the investigation into Russian interference in the 2016 U.S. presidential election.
  • E. Andrew G. McCabe
    Andrew G. McCabe is a former FBI official who served as Deputy Director and briefly as Acting Director of the Federal Bureau of Investigation.
  • 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: Michael Flynn
Triple: [Trump presidential transition, announcedWhiteHouseStaff, Michael Flynn]
Generated description
Michael Flynn is a retired U.S. Army lieutenant general who briefly served as President Donald Trump’s first national security adviser before resigning amid controversy over his contacts with Russian officials.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Michael Flynn
Target entity description: Michael Flynn is a retired U.S. Army lieutenant general who briefly served as President Donald Trump’s first national security adviser before resigning amid controversy over his contacts with Russian officials.
  • A. Michael D. Flynn
    Michael D. Flynn is a prominent architect and key leader at the international architecture firm Pei Cobb Freed & Partners.
  • B. Mark Meadows
    Mark Meadows is an American politician and former U.S. Representative who served as a close ally of Donald Trump and played a key role in his administration and post-election efforts.
  • C. John Brennan
    John Brennan is an American intelligence official who served as Director of the Central Intelligence Agency under President Barack Obama.
  • D. Rod Rosenstein
    Rod Rosenstein is an American lawyer and former U.S. Deputy Attorney General known for overseeing the early stages of the investigation into Russian interference in the 2016 U.S. presidential election.
  • E. Andrew G. McCabe
    Andrew G. McCabe is a former FBI official who served as Deputy Director and briefly as Acting Director of the Federal Bureau of Investigation.
  • 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_69c68a57710481909f0c1f3c6ebdb6f2 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f4eb5c808190ba08956bcf297ea8 completed March 27, 2026, 9:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7fa8a2a908190886e11a7d8df6c5e completed March 28, 2026, 3:58 p.m.
NEDg Description generation batch_69c7fd2512fc819086bf3b44a42375d8 completed March 28, 2026, 4:09 p.m.
NED2 Entity disambiguation (via description) batch_69c7fd8a691481909af618b2c2455cc8 completed March 28, 2026, 4:10 p.m.
Created at: March 27, 2026, 3:04 p.m.