Triple

T1567334
Position Surface form Disambiguated ID Type / Status
Subject On Fire E33460 entity
Predicate subtitle P2765 FINISHED
Object The (Burning) Case for a Green New Deal
The (Burning) Case for a Green New Deal is the subtitle of Naomi Klein’s book "On Fire," which argues urgently for transformative climate action and a just green economic transition.
E176873 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 (Burning) Case for a Green New Deal | Statement: [On Fire, subtitle, The (Burning) Case for a Green New Deal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The (Burning) Case for a Green New Deal
Context triple: [On Fire, subtitle, The (Burning) Case for a Green New Deal]
  • A. Capitalism vs. the Climate
    Capitalism vs. the Climate is the subtitle of Naomi Klein’s book "This Changes Everything," encapsulating its argument that the climate crisis is fundamentally intertwined with and exacerbated by the structures of global capitalism.
  • B. This Changes Everything
    This Changes Everything is a non-fiction book by Naomi Klein that argues climate change is an urgent crisis rooted in capitalism and calls for transformative economic and political change.
  • C. How to Avoid a Climate Disaster
    "How to Avoid a Climate Disaster" is a nonfiction book outlining a practical roadmap for achieving net-zero greenhouse gas emissions and mitigating global warming through technology, policy, and innovation.
  • D. No Is Not Enough
    "No Is Not Enough" is a political book by Naomi Klein that analyzes the rise of Donald Trump and outlines a broader progressive agenda for resisting right‑wing populism and neoliberalism.
  • E. The human roots of the ecological crisis
    "The human roots of the ecological crisis" is a key chapter in Pope Francis’ encyclical Laudato si’ that analyzes how modern technological, economic, and cultural patterns of human behavior have led to environmental degradation and social injustice.
  • 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 (Burning) Case for a Green New Deal
Triple: [On Fire, subtitle, The (Burning) Case for a Green New Deal]
Generated description
The (Burning) Case for a Green New Deal is the subtitle of Naomi Klein’s book "On Fire," which argues urgently for transformative climate action and a just green economic transition.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The (Burning) Case for a Green New Deal
Target entity description: The (Burning) Case for a Green New Deal is the subtitle of Naomi Klein’s book "On Fire," which argues urgently for transformative climate action and a just green economic transition.
  • A. Capitalism vs. the Climate
    Capitalism vs. the Climate is the subtitle of Naomi Klein’s book "This Changes Everything," encapsulating its argument that the climate crisis is fundamentally intertwined with and exacerbated by the structures of global capitalism.
  • B. This Changes Everything
    This Changes Everything is a non-fiction book by Naomi Klein that argues climate change is an urgent crisis rooted in capitalism and calls for transformative economic and political change.
  • C. How to Avoid a Climate Disaster
    "How to Avoid a Climate Disaster" is a nonfiction book outlining a practical roadmap for achieving net-zero greenhouse gas emissions and mitigating global warming through technology, policy, and innovation.
  • D. No Is Not Enough
    "No Is Not Enough" is a political book by Naomi Klein that analyzes the rise of Donald Trump and outlines a broader progressive agenda for resisting right‑wing populism and neoliberalism.
  • E. The human roots of the ecological crisis
    "The human roots of the ecological crisis" is a key chapter in Pope Francis’ encyclical Laudato si’ that analyzes how modern technological, economic, and cultural patterns of human behavior have led to environmental degradation and social injustice.
  • 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_69a885f11b048190935025a035302715 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a908a0314c8190a5ce3e32dd9035db completed March 5, 2026, 4:37 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad371b99fc8190b8af03444fd1252b completed March 8, 2026, 8:45 a.m.
NEDg Description generation batch_69ad37e306948190bbaa14829ce094e6 completed March 8, 2026, 8:48 a.m.
NED2 Entity disambiguation (via description) batch_69ad38d20b608190b95ff9906cfd9f83 completed March 8, 2026, 8:52 a.m.
Created at: March 4, 2026, 7:27 p.m.