Triple

T7081389
Position Surface form Disambiguated ID Type / Status
Subject John Ashcroft E164962 entity
Predicate notableWork P4 FINISHED
Object Never Again: Securing America and Restoring Justice
"Never Again: Securing America and Restoring Justice" is a political memoir in which former U.S. Attorney General John Ashcroft defends and explains the Bush administration’s counterterrorism and justice policies following the September 11 attacks.
E641228 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: Never Again: Securing America and Restoring Justice | Statement: [John Ashcroft, notableWork, Never Again: Securing America and Restoring Justice]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Never Again: Securing America and Restoring Justice
Context triple: [John Ashcroft, notableWork, Never Again: Securing America and Restoring Justice]
  • A. A Safer World and a More Hopeful America
    "A Safer World and a More Hopeful America" was the central re-election slogan used by George W. Bush in his 2004 U.S. presidential campaign, emphasizing national security and optimism about the country’s future.
  • B. The National Security Constitution
    The National Security Constitution is a seminal legal work by Harold Hongju Koh that analyzes the balance of powers and constitutional constraints on U.S. national security policymaking.
  • C. Protecting the People, Securing the State
    "Protecting the People, Securing the State" is the official motto of the Armed Forces of the Philippines, emphasizing its dual mission of safeguarding citizens and defending national sovereignty.
  • D. Never Again
    "Never Again" is a novella by Nigerian author Flora Nwapa that portrays the human and especially female experience of the Nigerian Civil War and its aftermath.
  • E. Never Again
    "Never Again" is a rock song by American band Nickelback, released as a single from their 2001 album "Silver Side Up" and known for its themes of domestic abuse and revenge.
  • 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: Never Again: Securing America and Restoring Justice
Triple: [John Ashcroft, notableWork, Never Again: Securing America and Restoring Justice]
Generated description
"Never Again: Securing America and Restoring Justice" is a political memoir in which former U.S. Attorney General John Ashcroft defends and explains the Bush administration’s counterterrorism and justice policies following the September 11 attacks.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Never Again: Securing America and Restoring Justice
Target entity description: "Never Again: Securing America and Restoring Justice" is a political memoir in which former U.S. Attorney General John Ashcroft defends and explains the Bush administration’s counterterrorism and justice policies following the September 11 attacks.
  • A. A Safer World and a More Hopeful America
    "A Safer World and a More Hopeful America" was the central re-election slogan used by George W. Bush in his 2004 U.S. presidential campaign, emphasizing national security and optimism about the country’s future.
  • B. The National Security Constitution
    The National Security Constitution is a seminal legal work by Harold Hongju Koh that analyzes the balance of powers and constitutional constraints on U.S. national security policymaking.
  • C. Protecting the People, Securing the State
    "Protecting the People, Securing the State" is the official motto of the Armed Forces of the Philippines, emphasizing its dual mission of safeguarding citizens and defending national sovereignty.
  • D. Never Again
    "Never Again" is a novella by Nigerian author Flora Nwapa that portrays the human and especially female experience of the Nigerian Civil War and its aftermath.
  • E. Never Again
    "Never Again" is a rock song by American band Nickelback, released as a single from their 2001 album "Silver Side Up" and known for its themes of domestic abuse and revenge.
  • 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_69c6887cbc6c8190bdfac42d940f4d8a completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e4f1f5748190b214856bcfc70d81 completed March 27, 2026, 8:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79477a79c81909b51175a24d17142 completed March 28, 2026, 8:42 a.m.
NEDg Description generation batch_69c798cd9e4c8190a9dc1176d60d2cf6 completed March 28, 2026, 9:01 a.m.
NED2 Entity disambiguation (via description) batch_69c799fae8608190b0cd94d59ab589a4 completed March 28, 2026, 9:06 a.m.
Created at: March 27, 2026, 2:40 p.m.