Triple

T2513023
Position Surface form Disambiguated ID Type / Status
Subject Lord Browne of Madingley E52743 entity
Predicate notableWork P4 FINISHED
Object Seven Elements That Have Changed the World
Seven Elements That Have Changed the World is a non-fiction book by Lord Browne of Madingley that explores how seven key chemical elements have shaped human history, technology, and society.
E272765 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: Seven Elements That Have Changed the World | Statement: [Lord Browne of Madingley, notableWork, Seven Elements That Have Changed the World]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Seven Elements That Have Changed the World
Context triple: [Lord Browne of Madingley, notableWork, Seven Elements That Have Changed the World]
  • A. The History of Everything
    "The History of Everything" is the fast-paced, science-themed theme song for the sitcom *The Big Bang Theory*, performed by the Canadian rock band Barenaked Ladies.
  • B. The World’s Progress
    The World’s Progress is a comprehensive reference work compiled by American publisher George Palmer Putnam that surveys major events, discoveries, and developments throughout world history.
  • C. Enlightenment Now
    Enlightenment Now is a non-fiction book by cognitive psychologist Steven Pinker that argues, using extensive data, that human life has been steadily improving thanks to Enlightenment values such as reason, science, and humanism.
  • D. Adventures of Ideas
    Adventures of Ideas is a philosophical work by Alfred North Whitehead that explores the historical development and interplay of ideas shaping civilization, culture, and human experience.
  • E. Power and Progress: Our Thousand-Year Struggle Over Technology and Prosperity
    "Power and Progress: Our Thousand-Year Struggle Over Technology and Prosperity" is a historical and economic analysis that examines how technological advances have shaped inequality, political power, and shared prosperity over the past millennium.
  • 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: Seven Elements That Have Changed the World
Triple: [Lord Browne of Madingley, notableWork, Seven Elements That Have Changed the World]
Generated description
Seven Elements That Have Changed the World is a non-fiction book by Lord Browne of Madingley that explores how seven key chemical elements have shaped human history, technology, and society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Seven Elements That Have Changed the World
Target entity description: Seven Elements That Have Changed the World is a non-fiction book by Lord Browne of Madingley that explores how seven key chemical elements have shaped human history, technology, and society.
  • A. The History of Everything
    "The History of Everything" is the fast-paced, science-themed theme song for the sitcom *The Big Bang Theory*, performed by the Canadian rock band Barenaked Ladies.
  • B. The World’s Progress
    The World’s Progress is a comprehensive reference work compiled by American publisher George Palmer Putnam that surveys major events, discoveries, and developments throughout world history.
  • C. Enlightenment Now
    Enlightenment Now is a non-fiction book by cognitive psychologist Steven Pinker that argues, using extensive data, that human life has been steadily improving thanks to Enlightenment values such as reason, science, and humanism.
  • D. Adventures of Ideas
    Adventures of Ideas is a philosophical work by Alfred North Whitehead that explores the historical development and interplay of ideas shaping civilization, culture, and human experience.
  • E. Power and Progress: Our Thousand-Year Struggle Over Technology and Prosperity
    "Power and Progress: Our Thousand-Year Struggle Over Technology and Prosperity" is a historical and economic analysis that examines how technological advances have shaped inequality, political power, and shared prosperity over the past millennium.
  • 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_69ab4958e76481908a235377dd921c9e completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd20b6d008190acec0eb172e218c9 completed March 7, 2026, 7:21 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1faed61481909f13b8a014b39ed3 completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af20e421308190b62a954659537163 completed March 9, 2026, 7:35 p.m.
NED2 Entity disambiguation (via description) batch_69af215e2eec8190a18e41824acf196b completed March 9, 2026, 7:37 p.m.
Created at: March 6, 2026, 9:46 p.m.