Triple

T2277425
Position Surface form Disambiguated ID Type / Status
Subject Business Roundtable E51202 entity
Predicate hasChairperson P10 FINISHED
Object Joshua Bolten
Joshua Bolten is an American lawyer and political figure who served as White House Chief of Staff under President George W. Bush and later became a prominent business policy leader.
 E250996 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: Joshua Bolten | Statement: [Business Roundtable, hasChairperson, Joshua Bolten]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Joshua Bolten
Context triple: [Business Roundtable, hasChairperson, Joshua Bolten]
  • A. Karl Rove
    Karl Rove is an American Republican political consultant and strategist best known as a key advisor to President George W. Bush and a leading architect of his electoral victories.
  • B. Porter Goss
    Porter Goss is an American politician and former CIA officer who served as Director of the Central Intelligence Agency and as a U.S. Representative from Florida.
  • C. John Bolton
    John Bolton is an American diplomat, lawyer, and conservative foreign policy hawk who served in senior U.S. national security roles, including as National Security Advisor under President Donald Trump.
  • D. Don McGahn
    Don McGahn is an American lawyer who served as White House Counsel to President Donald Trump and played a key role in shaping the administration’s judicial appointments and legal strategy.
  • E. 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.
  • 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: Joshua Bolten
Triple: [Business Roundtable, hasChairperson, Joshua Bolten]
Generated description
Joshua Bolten is an American lawyer and political figure who served as White House Chief of Staff under President George W. Bush and later became a prominent business policy leader.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Joshua Bolten
Target entity description: Joshua Bolten is an American lawyer and political figure who served as White House Chief of Staff under President George W. Bush and later became a prominent business policy leader.
  • A. Karl Rove
    Karl Rove is an American Republican political consultant and strategist best known as a key advisor to President George W. Bush and a leading architect of his electoral victories.
  • B. Porter Goss
    Porter Goss is an American politician and former CIA officer who served as Director of the Central Intelligence Agency and as a U.S. Representative from Florida.
  • C. John Bolton
    John Bolton is an American diplomat, lawyer, and conservative foreign policy hawk who served in senior U.S. national security roles, including as National Security Advisor under President Donald Trump.
  • D. Don McGahn
    Don McGahn is an American lawyer who served as White House Counsel to President Donald Trump and played a key role in shaping the administration’s judicial appointments and legal strategy.
  • E. 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.
  • 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_69a88b08e4308190bdac9aebcca1c91a completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc1ee22988190b7fa28b0b62e8668 completed March 7, 2026, 6:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71e2a17081908539717619ad7187 completed March 9, 2026, 7:08 a.m.
NEDg Description generation batch_69ae75ba1a988190ba59d3ce5e5c39a8 completed March 9, 2026, 7:24 a.m.
NED2 Entity disambiguation (via description) batch_69ae76246f6c81909a15262d2c4ea975 completed March 9, 2026, 7:26 a.m.
Created at: March 4, 2026, 7:48 p.m.