Triple

T21009438
Position Surface form Disambiguated ID Type / Status
Subject Sir Crispin Tickell E517505 entity
Predicate hasWritten P2831 FINISHED
Object Climate Change and World Affairs
"Climate Change and World Affairs" is a seminal book by diplomat and environmentalist Sir Crispin Tickell that explores the geopolitical and policy implications of global climate change.
 E1461575 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: Climate Change and World Affairs | Statement: [Sir Crispin Tickell, hasWritten, Climate Change and World Affairs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Climate Change and World Affairs
Context triple: [Sir Crispin Tickell, hasWritten, Climate Change and World Affairs]
  • A. Climate of Change
    "Climate of Change" is a science fiction novel in Piers Anthony's Geodyssey series that explores human history and evolution through the lens of environmental and climatic upheavals.
  • B. Global Climate Change and U.S. Law
    Global Climate Change and U.S. Law is a comprehensive legal treatise that analyzes how U.S. federal and state laws address climate change, including regulation, litigation, and policy responses.
  • C. Nature Climate Change
    Nature Climate Change is a leading peer-reviewed scientific journal focusing on research and commentary related to climate science, impacts, and policy.
  • D. Environmental Change and Security Program
    The Environmental Change and Security Program is a Wilson Center initiative that examines the links between environmental change, natural resources, population dynamics, and global security and stability.
  • E. Science for a changing world
    "Science for a changing world" is the official motto of the United States Geological Survey, reflecting its mission to provide scientific information about Earth’s natural resources, hazards, and environment in a rapidly evolving world.
  • 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: Climate Change and World Affairs
Triple: [Sir Crispin Tickell, hasWritten, Climate Change and World Affairs]
Generated description
"Climate Change and World Affairs" is a seminal book by diplomat and environmentalist Sir Crispin Tickell that explores the geopolitical and policy implications of global climate change.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Climate Change and World Affairs
Target entity description: "Climate Change and World Affairs" is a seminal book by diplomat and environmentalist Sir Crispin Tickell that explores the geopolitical and policy implications of global climate change.
  • A. Climate of Change
    "Climate of Change" is a science fiction novel in Piers Anthony's Geodyssey series that explores human history and evolution through the lens of environmental and climatic upheavals.
  • B. Global Climate Change and U.S. Law
    Global Climate Change and U.S. Law is a comprehensive legal treatise that analyzes how U.S. federal and state laws address climate change, including regulation, litigation, and policy responses.
  • C. Nature Climate Change
    Nature Climate Change is a leading peer-reviewed scientific journal focusing on research and commentary related to climate science, impacts, and policy.
  • D. Environmental Change and Security Program
    The Environmental Change and Security Program is a Wilson Center initiative that examines the links between environmental change, natural resources, population dynamics, and global security and stability.
  • E. Science for a changing world
    "Science for a changing world" is the official motto of the United States Geological Survey, reflecting its mission to provide scientific information about Earth’s natural resources, hazards, and environment in a rapidly evolving world.
  • 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_69e0b50192308190a284fcc89dd23a49 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fc3edc548190987a6c2c9936286a completed April 21, 2026, 4:25 a.m.
NED1 Entity disambiguation (via context triple) batch_6a093b5e76508190bec3a12c06c18d39 completed May 17, 2026, 3:51 a.m.
NEDg Description generation batch_6a093cefdbec81909905a866b99e6c5b completed May 17, 2026, 3:58 a.m.
NED2 Entity disambiguation (via description) batch_6a093d595f44819096effb5bead8713e completed May 17, 2026, 4 a.m.
Created at: April 16, 2026, 1:53 p.m.