Triple

T6193062
Position Surface form Disambiguated ID Type / Status
Subject James Hansen E138441 entity
Predicate notableWork P4 FINISHED
Object Storms of My Grandchildren
Storms of My Grandchildren is a climate science and policy book by NASA climatologist James Hansen that warns of the catastrophic future impacts of unchecked global warming and advocates urgent action to reduce greenhouse gas emissions.
E575233 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: Storms of My Grandchildren | Statement: [James Hansen, notableWork, Storms of My Grandchildren]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Storms of My Grandchildren
Context triple: [James Hansen, notableWork, Storms of My Grandchildren]
  • A. Eaarth
    Eaarth is a nonfiction book by environmentalist Bill McKibben that argues climate change has already fundamentally altered our planet, requiring humanity to adapt to a new, harsher Earth.
  • B. The Endangered Earth
    The Endangered Earth is the collective representation of the planet’s environmental crisis, recognized by Time as a symbolic “Person of the Year” to highlight global ecological threats and the urgency of conservation.
  • C. Countdown to Extinction
    Countdown to Extinction is a 1992 heavy metal album by Megadeth that became one of their most commercially successful and critically acclaimed releases.
  • D. Countdown to Extinction
    Countdown to Extinction was the original name of the Disney theme park dark ride now known as DINOSAUR, which takes guests on a turbulent, time-traveling adventure to the age of the dinosaurs.
  • E. There Is No Planet B: A Handbook for the Make or Break Years
    "There Is No Planet B: A Handbook for the Make or Break Years" is a popular science book that explains the interconnected environmental and social crises facing humanity and offers practical, systems-level guidance for creating a sustainable future.
  • 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: Storms of My Grandchildren
Triple: [James Hansen, notableWork, Storms of My Grandchildren]
Generated description
Storms of My Grandchildren is a climate science and policy book by NASA climatologist James Hansen that warns of the catastrophic future impacts of unchecked global warming and advocates urgent action to reduce greenhouse gas emissions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Storms of My Grandchildren
Target entity description: Storms of My Grandchildren is a climate science and policy book by NASA climatologist James Hansen that warns of the catastrophic future impacts of unchecked global warming and advocates urgent action to reduce greenhouse gas emissions.
  • A. Eaarth
    Eaarth is a nonfiction book by environmentalist Bill McKibben that argues climate change has already fundamentally altered our planet, requiring humanity to adapt to a new, harsher Earth.
  • B. The Endangered Earth
    The Endangered Earth is the collective representation of the planet’s environmental crisis, recognized by Time as a symbolic “Person of the Year” to highlight global ecological threats and the urgency of conservation.
  • C. Countdown to Extinction
    Countdown to Extinction is a 1992 heavy metal album by Megadeth that became one of their most commercially successful and critically acclaimed releases.
  • D. Countdown to Extinction
    Countdown to Extinction was the original name of the Disney theme park dark ride now known as DINOSAUR, which takes guests on a turbulent, time-traveling adventure to the age of the dinosaurs.
  • E. There Is No Planet B: A Handbook for the Make or Break Years
    "There Is No Planet B: A Handbook for the Make or Break Years" is a popular science book that explains the interconnected environmental and social crises facing humanity and offers practical, systems-level guidance for creating a sustainable future.
  • 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_69c008ab9b3081908a11b2c744838435 completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c062431ae88190a1bf6ca91f3dc690 completed March 22, 2026, 9:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c16f1403888190b558a43998fa5d05 completed March 23, 2026, 4:49 p.m.
NEDg Description generation batch_69c1e2a4ec088190bf7a7359a9f86645 completed March 24, 2026, 1:02 a.m.
NED2 Entity disambiguation (via description) batch_69c1e3323f788190a8cc4c870fef1d2b completed March 24, 2026, 1:04 a.m.
Created at: March 22, 2026, 4:19 p.m.