Triple

T20858227
Position Surface form Disambiguated ID Type / Status
Subject Barbara Hall E513537 entity
Predicate notableAchievement P477 FINISHED
Object served as showrunner for Madam Secretary — NE NERFINISHED

How this triple was built (3 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: served as showrunner for Madam Secretary | Statement: [Barbara Hall, notableAchievement, served as showrunner for Madam Secretary]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: served as showrunner for Madam Secretary
Context triple: [Barbara Hall, notableAchievement, served as showrunner for Madam Secretary]
  • A. White House Communications Director
    The White House Communications Director is a senior official responsible for shaping and overseeing the U.S. president’s messaging strategy and public communications.
  • B. White House Chief Strategist
    The White House Chief Strategist was a senior advisory role in the U.S. presidential administration focused on political strategy, messaging, and advancing the president’s agenda.
  • C. White House Director of Strategic Communications
    The White House Director of Strategic Communications is a senior communications role responsible for shaping and coordinating the U.S. president’s overarching messaging strategy and public narrative.
  • D. White House Deputy Chief of Staff for Operations
    The White House Deputy Chief of Staff for Operations is a senior presidential aide responsible for overseeing the day-to-day administrative, logistical, and operational functions of the White House and Executive Office of the President.
  • E. White House Deputy Chief of Staff for Communications
    The White House Deputy Chief of Staff for Communications is a senior presidential aide responsible for overseeing the administration’s communications strategy, messaging, and media relations.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: served as showrunner for Madam Secretary
Target entity description: Barbara Hall is an American television writer and producer best known for creating and running several acclaimed drama series, including the political drama Madam Secretary.
  • A. White House Communications Director
    The White House Communications Director is a senior official responsible for shaping and overseeing the U.S. president’s messaging strategy and public communications.
  • B. White House Chief Strategist
    The White House Chief Strategist was a senior advisory role in the U.S. presidential administration focused on political strategy, messaging, and advancing the president’s agenda.
  • C. White House Director of Strategic Communications
    The White House Director of Strategic Communications is a senior communications role responsible for shaping and coordinating the U.S. president’s overarching messaging strategy and public narrative.
  • D. White House Deputy Chief of Staff for Operations
    The White House Deputy Chief of Staff for Operations is a senior presidential aide responsible for overseeing the day-to-day administrative, logistical, and operational functions of the White House and Executive Office of the President.
  • E. White House Deputy Chief of Staff for Communications
    The White House Deputy Chief of Staff for Communications is a senior presidential aide responsible for overseeing the administration’s communications strategy, messaging, and media relations.
  • F. None of above. chosen

Provenance (2 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_69e0b4f5b01081909452f654d2fc3f50 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c3a9fd7881908ae4c5c63f64efc0 completed April 21, 2026, 12:24 a.m.
Created at: April 16, 2026, 12:44 p.m.