Triple

T2918211
Position Surface form Disambiguated ID Type / Status
Subject Robert Byrd E78656 entity
Predicate authored P80 FINISHED
Object Losing America: Confronting a Reckless and Arrogant Presidency
Losing America: Confronting a Reckless and Arrogant Presidency is a political book by U.S. Senator Robert Byrd that sharply criticizes the George W. Bush administration’s policies and expansion of executive power.
E309891 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: Losing America: Confronting a Reckless and Arrogant Presidency | Statement: [Robert Byrd, authored, Losing America: Confronting a Reckless and Arrogant Presidency]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Losing America: Confronting a Reckless and Arrogant Presidency
Context triple: [Robert Byrd, authored, Losing America: Confronting a Reckless and Arrogant Presidency]
  • A. Overthrow: America’s Century of Regime Change from Hawaii to Iraq
    Overthrow: America’s Century of Regime Change from Hawaii to Iraq is a historical nonfiction book that examines a series of U.S.-backed coups and interventions abroad over more than a century and their long-term global consequences.
  • B. The Sorrows of Empire: Militarism, Secrecy, and the End of the Republic
    "The Sorrows of Empire: Militarism, Secrecy, and the End of the Republic" is a non-fiction book by Chalmers Johnson that critiques U.S. imperial overreach, permanent war, and the erosion of American democracy.
  • C. America (The Book): A Citizen's Guide to Democracy Inaction
    "America (The Book): A Citizen's Guide to Democracy Inaction" is a satirical, textbook-style commentary on American politics and history created by Jon Stewart and the writers of The Daily Show.
  • D. The New American Militarism: How Americans Are Seduced by War
    The New American Militarism: How Americans Are Seduced by War is a critical examination of how U.S. culture, politics, and religion have combined to normalize and glorify military power in American life and foreign policy.
  • E. Blowback: The Costs and Consequences of American Empire
    Blowback: The Costs and Consequences of American Empire is a nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic interventions abroad generate unintended and often violent repercussions.
  • 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: Losing America: Confronting a Reckless and Arrogant Presidency
Triple: [Robert Byrd, authored, Losing America: Confronting a Reckless and Arrogant Presidency]
Generated description
Losing America: Confronting a Reckless and Arrogant Presidency is a political book by U.S. Senator Robert Byrd that sharply criticizes the George W. Bush administration’s policies and expansion of executive power.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Losing America: Confronting a Reckless and Arrogant Presidency
Target entity description: Losing America: Confronting a Reckless and Arrogant Presidency is a political book by U.S. Senator Robert Byrd that sharply criticizes the George W. Bush administration’s policies and expansion of executive power.
  • A. Overthrow: America’s Century of Regime Change from Hawaii to Iraq
    Overthrow: America’s Century of Regime Change from Hawaii to Iraq is a historical nonfiction book that examines a series of U.S.-backed coups and interventions abroad over more than a century and their long-term global consequences.
  • B. The Sorrows of Empire: Militarism, Secrecy, and the End of the Republic
    "The Sorrows of Empire: Militarism, Secrecy, and the End of the Republic" is a non-fiction book by Chalmers Johnson that critiques U.S. imperial overreach, permanent war, and the erosion of American democracy.
  • C. America (The Book): A Citizen's Guide to Democracy Inaction
    "America (The Book): A Citizen's Guide to Democracy Inaction" is a satirical, textbook-style commentary on American politics and history created by Jon Stewart and the writers of The Daily Show.
  • D. The New American Militarism: How Americans Are Seduced by War
    The New American Militarism: How Americans Are Seduced by War is a critical examination of how U.S. culture, politics, and religion have combined to normalize and glorify military power in American life and foreign policy.
  • E. Blowback: The Costs and Consequences of American Empire
    Blowback: The Costs and Consequences of American Empire is a nonfiction book by Chalmers Johnson that critiques U.S. foreign policy and explores how American military and economic interventions abroad generate unintended and often violent repercussions.
  • 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_69ad8b0c2ad081909ff87050ae542bb9 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad96a41b4c81909d8ace8ab270ed3c completed March 8, 2026, 3:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69b0562c5b5081908026b3f590b03aca completed March 10, 2026, 5:34 p.m.
NEDg Description generation batch_69b0613dfb048190b08b01837088b9dd completed March 10, 2026, 6:21 p.m.
NED2 Entity disambiguation (via description) batch_69b06514562881909d3b08af898406f7 completed March 10, 2026, 6:38 p.m.
Created at: March 8, 2026, 2:54 p.m.