Triple

T15262
Position Surface form Disambiguated ID Type / Status
Subject Barack Obama E304 entity
Predicate notableWork P4 FINISHED
Object The Audacity of Hope
The Audacity of Hope is a political memoir and reflection on American values and public life by Barack Obama, written before his presidency and outlining his vision for the country.
E2629 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: The Audacity of Hope | Statement: [Barack Obama, notableWork, The Audacity of Hope]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Audacity of Hope
Context triple: [Barack Obama, notableWork, The Audacity of Hope]
  • A. Dreams from My Father
    Dreams from My Father is Barack Obama’s acclaimed memoir that explores his early life, family history, and search for identity across the United States, Kenya, and Indonesia.
  • B. Triumphant Democracy
    Triumphant Democracy is a political and social treatise by industrialist Andrew Carnegie that praises American democratic institutions and contrasts them favorably with the British system of government.
  • C. Mr. President
    "Mr. President" is the formal spoken address traditionally used for the sitting President of the United States.
  • D. Profiles in Courage
    Profiles in Courage is a 1956 Pulitzer Prize–winning book by John F. Kennedy that recounts the acts of political bravery of eight U.S. senators who chose principle over popularity.
  • E. American Power and the New Mandarins
    American Power and the New Mandarins is a 1969 collection of political essays by Noam Chomsky that sharply criticizes U.S. foreign policy and intellectual complicity in the Vietnam War.
  • 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: The Audacity of Hope
Triple: [Barack Obama, notableWork, The Audacity of Hope]
Generated description
The Audacity of Hope is a political memoir and reflection on American values and public life by Barack Obama, written before his presidency and outlining his vision for the country.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Audacity of Hope
Target entity description: The Audacity of Hope is a political memoir and reflection on American values and public life by Barack Obama, written before his presidency and outlining his vision for the country.
  • A. Dreams from My Father
    Dreams from My Father is Barack Obama’s acclaimed memoir that explores his early life, family history, and search for identity across the United States, Kenya, and Indonesia.
  • B. Triumphant Democracy
    Triumphant Democracy is a political and social treatise by industrialist Andrew Carnegie that praises American democratic institutions and contrasts them favorably with the British system of government.
  • C. Mr. President
    "Mr. President" is the formal spoken address traditionally used for the sitting President of the United States.
  • D. Profiles in Courage
    Profiles in Courage is a 1956 Pulitzer Prize–winning book by John F. Kennedy that recounts the acts of political bravery of eight U.S. senators who chose principle over popularity.
  • E. American Power and the New Mandarins
    American Power and the New Mandarins is a 1969 collection of political essays by Noam Chomsky that sharply criticizes U.S. foreign policy and intellectual complicity in the Vietnam War.
  • 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_69a23d7ad88c8190bffe8ab091d86642 completed Feb. 28, 2026, 12:57 a.m.
NER Named-entity recognition batch_69a2400257208190b3cd87ad2a06c18f completed Feb. 28, 2026, 1:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69a24e56618081909ba0879a05cd698c completed Feb. 28, 2026, 2:09 a.m.
NEDg Description generation batch_69a250c8cf7c8190b71c65d204d21fd8 completed Feb. 28, 2026, 2:19 a.m.
NED2 Entity disambiguation (via description) batch_69a2514627f081909a032877d07b30bf completed Feb. 28, 2026, 2:21 a.m.
Created at: Feb. 28, 2026, 1:02 a.m.