Triple

T2844187
Position Surface form Disambiguated ID Type / Status
Subject Dorothy Howell Rodham E62542 entity
Predicate describedBySource P519 FINISHED
Object Hard Choices (memoir by Hillary Rodham Clinton)
Hard Choices is Hillary Rodham Clinton’s 2014 political memoir recounting her tenure as U.S. Secretary of State and reflecting on key foreign policy decisions and personal influences.
E304795 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: Hard Choices (memoir by Hillary Rodham Clinton) | Statement: [Dorothy Howell Rodham, describedBySource, Hard Choices (memoir by Hillary Rodham Clinton)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hard Choices (memoir by Hillary Rodham Clinton)
Context triple: [Dorothy Howell Rodham, describedBySource, Hard Choices (memoir by Hillary Rodham Clinton)]
  • A. Living History (memoir by Hillary Rodham Clinton)
    Living History is Hillary Rodham Clinton’s 2003 memoir recounting her early life, legal and political career, years as First Lady, and personal reflections on family and public service.
  • B. A Woman in Charge: The Life of Hillary Rodham Clinton
    *A Woman in Charge: The Life of Hillary Rodham Clinton* is a comprehensive political biography of Hillary Rodham Clinton that examines her personal history, legal and political career, and role in American public life.
  • C. Reflections: Life After the White House
    Reflections: Life After the White House is a memoir by former U.S. First Lady Barbara Bush, in which she shares personal stories and insights from her post-White House years.
  • D. Madam Secretary: A Memoir
    "Madam Secretary: A Memoir" is the autobiography of former U.S. Secretary of State Madeleine Albright, recounting her life story and career in American diplomacy.
  • E. Standing Firm: A Vice-Presidential Memoir
    Standing Firm: A Vice-Presidential Memoir is the autobiographical account in which former U.S. Vice President Dan Quayle reflects on his political career, controversies, and experiences in the George H. W. Bush administration.
  • 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: Hard Choices (memoir by Hillary Rodham Clinton)
Triple: [Dorothy Howell Rodham, describedBySource, Hard Choices (memoir by Hillary Rodham Clinton)]
Generated description
Hard Choices is Hillary Rodham Clinton’s 2014 political memoir recounting her tenure as U.S. Secretary of State and reflecting on key foreign policy decisions and personal influences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hard Choices (memoir by Hillary Rodham Clinton)
Target entity description: Hard Choices is Hillary Rodham Clinton’s 2014 political memoir recounting her tenure as U.S. Secretary of State and reflecting on key foreign policy decisions and personal influences.
  • A. Living History (memoir by Hillary Rodham Clinton)
    Living History is Hillary Rodham Clinton’s 2003 memoir recounting her early life, legal and political career, years as First Lady, and personal reflections on family and public service.
  • B. A Woman in Charge: The Life of Hillary Rodham Clinton
    *A Woman in Charge: The Life of Hillary Rodham Clinton* is a comprehensive political biography of Hillary Rodham Clinton that examines her personal history, legal and political career, and role in American public life.
  • C. Reflections: Life After the White House
    Reflections: Life After the White House is a memoir by former U.S. First Lady Barbara Bush, in which she shares personal stories and insights from her post-White House years.
  • D. Madam Secretary: A Memoir
    "Madam Secretary: A Memoir" is the autobiography of former U.S. Secretary of State Madeleine Albright, recounting her life story and career in American diplomacy.
  • E. Standing Firm: A Vice-Presidential Memoir
    Standing Firm: A Vice-Presidential Memoir is the autobiographical account in which former U.S. Vice President Dan Quayle reflects on his political career, controversies, and experiences in the George H. W. Bush administration.
  • 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_69ab4c3d16bc81908b3a1c98fbd287fe completed March 6, 2026, 9:50 p.m.
NER Named-entity recognition batch_69abdf1a07508190be35fe85733ddeed completed March 7, 2026, 8:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69b01d7c84e8819098089bd1c6874189 completed March 10, 2026, 1:32 p.m.
NEDg Description generation batch_69b01f57fe688190b3cd44a3247f2951 completed March 10, 2026, 1:40 p.m.
NED2 Entity disambiguation (via description) batch_69b020cd0324819098b820174d55963a completed March 10, 2026, 1:46 p.m.
Created at: March 6, 2026, 10:02 p.m.