Triple

T191329
Position Surface form Disambiguated ID Type / Status
Subject Rahm Emanuel E3727 entity
Predicate precededBy P97 FINISHED
Object Josh Bolten (as White House Chief of Staff)
Josh Bolten is an American lawyer and political figure who served as White House Chief of Staff under President George W. Bush from 2006 to 2009.
 E24069 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: Josh Bolten (as White House Chief of Staff) | Statement: [Rahm Emanuel, precededBy, Josh Bolten (as White House Chief of Staff)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Josh Bolten (as White House Chief of Staff)
Context triple: [Rahm Emanuel, precededBy, Josh Bolten (as White House Chief of Staff)]
  • A. Josh Lyman
    Josh Lyman is a sharp, ambitious, and often combative Deputy White House Chief of Staff in the political drama series "The West Wing."
  • B. Ron Klain
    Ron Klain is an American attorney, political consultant, and longtime Democratic operative who served as White House Chief of Staff under President Joe Biden.
  • C. White House Chief of Staff
    The White House Chief of Staff is the highest-ranking presidential aide who manages the Executive Office of the President and oversees the daily operations and agenda of the White House.
  • D. 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.
  • E. Jeff Zients
    Jeff Zients is an American businessman and political advisor who serves as the White House Chief of Staff under President Joe Biden.
  • 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: Josh Bolten (as White House Chief of Staff)
Triple: [Rahm Emanuel, precededBy, Josh Bolten (as White House Chief of Staff)]
Generated description
Josh Bolten is an American lawyer and political figure who served as White House Chief of Staff under President George W. Bush from 2006 to 2009.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Josh Bolten (as White House Chief of Staff)
Target entity description: Josh Bolten is an American lawyer and political figure who served as White House Chief of Staff under President George W. Bush from 2006 to 2009.
  • A. Josh Lyman
    Josh Lyman is a sharp, ambitious, and often combative Deputy White House Chief of Staff in the political drama series "The West Wing."
  • B. Ron Klain
    Ron Klain is an American attorney, political consultant, and longtime Democratic operative who served as White House Chief of Staff under President Joe Biden.
  • C. White House Chief of Staff
    The White House Chief of Staff is the highest-ranking presidential aide who manages the Executive Office of the President and oversees the daily operations and agenda of the White House.
  • D. 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.
  • E. Jeff Zients
    Jeff Zients is an American businessman and political advisor who serves as the White House Chief of Staff under President Joe Biden.
  • 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_69a2548debd48190ae3a06d6e65b53c6 completed Feb. 28, 2026, 2:35 a.m.
NER Named-entity recognition batch_69a25964fc5c8190bd3e37daaf695ecf completed Feb. 28, 2026, 2:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69a305e64a9081908f147299826d5ae9 completed Feb. 28, 2026, 3:12 p.m.
NEDg Description generation batch_69a30679b0648190975dcfaf4f9846bf completed Feb. 28, 2026, 3:15 p.m.
NED2 Entity disambiguation (via description) batch_69a306e6ce6c8190a77d42643914b03a completed Feb. 28, 2026, 3:16 p.m.
Created at: Feb. 28, 2026, 2:41 a.m.