Triple

T6999329
Position Surface form Disambiguated ID Type / Status
Subject Rachel Maddow E162294 entity
Predicate notableWork P4 FINISHED
Object Drift: The Unmooring of American Military Power
Drift: The Unmooring of American Military Power is a nonfiction book by Rachel Maddow that examines how U.S. war-making has increasingly shifted away from public oversight and constitutional constraints.
E634548 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: Drift: The Unmooring of American Military Power | Statement: [Rachel Maddow, notableWork, Drift: The Unmooring of American Military Power]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Drift: The Unmooring of American Military Power
Context triple: [Rachel Maddow, notableWork, Drift: The Unmooring of American Military Power]
  • A. 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.
  • B. The Paradox of American Power
    The Paradox of American Power is a book by political scientist Joseph S. Nye Jr. that analyzes the limits of U.S. dominance and argues for combining military strength with economic and soft power in a globalized world.
  • C. Bound to Lead: The Changing Nature of American Power
    Bound to Lead: The Changing Nature of American Power is a seminal book by Joseph S. Nye Jr. that argues the United States’ global influence increasingly depends on “soft power” as well as traditional military and economic strength.
  • D. 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.
  • E. Spoils of War: Power, Profit and the American War Machine
    Spoils of War: Power, Profit and the American War Machine is a nonfiction book that investigates how the U.S. military-industrial complex is driven by profit and bureaucracy rather than genuine security needs.
  • 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: Drift: The Unmooring of American Military Power
Triple: [Rachel Maddow, notableWork, Drift: The Unmooring of American Military Power]
Generated description
Drift: The Unmooring of American Military Power is a nonfiction book by Rachel Maddow that examines how U.S. war-making has increasingly shifted away from public oversight and constitutional constraints.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Drift: The Unmooring of American Military Power
Target entity description: Drift: The Unmooring of American Military Power is a nonfiction book by Rachel Maddow that examines how U.S. war-making has increasingly shifted away from public oversight and constitutional constraints.
  • A. 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.
  • B. The Paradox of American Power
    The Paradox of American Power is a book by political scientist Joseph S. Nye Jr. that analyzes the limits of U.S. dominance and argues for combining military strength with economic and soft power in a globalized world.
  • C. Bound to Lead: The Changing Nature of American Power
    Bound to Lead: The Changing Nature of American Power is a seminal book by Joseph S. Nye Jr. that argues the United States’ global influence increasingly depends on “soft power” as well as traditional military and economic strength.
  • D. 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.
  • E. Spoils of War: Power, Profit and the American War Machine
    Spoils of War: Power, Profit and the American War Machine is a nonfiction book that investigates how the U.S. military-industrial complex is driven by profit and bureaucracy rather than genuine security needs.
  • 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_69c68857ffc08190857dc62cd5253777 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6dbf083b481909dd30e28e908dfdf completed March 27, 2026, 7:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c76a2c510c8190b7c86f8b399388ae completed March 28, 2026, 5:42 a.m.
NEDg Description generation batch_69c76b1d881481908ef5a6614246ca1e completed March 28, 2026, 5:46 a.m.
NED2 Entity disambiguation (via description) batch_69c76be95ecc8190a57ff197f236d434 completed March 28, 2026, 5:49 a.m.
Created at: March 27, 2026, 2:33 p.m.