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.