Triple

T18282709
Position Surface form Disambiguated ID Type / Status
Subject John Baez E437901 entity
Predicate notableWork P4 FINISHED
Object Azimuth blog
Azimuth blog is an online platform created by mathematical physicist John Baez that focuses on environmental issues, complex systems, and the application of mathematics to sustainability and climate science.
E1316080 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: Azimuth blog | Statement: [John Baez, notableWork, Azimuth blog]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Azimuth blog
Context triple: [John Baez, notableWork, Azimuth blog]
  • A. Homesteading the Noosphere
    Homesteading the Noosphere is an influential essay by Eric S. Raymond that analyzes the culture, motivations, and property norms of the open-source software community.
  • B. Half-Earth Project
    The Half-Earth Project is a global conservation initiative, inspired by E.O. Wilson’s vision, that advocates protecting half of the planet’s land and seas to safeguard biodiversity and prevent mass extinction.
  • C. Earth from Above
    Earth from Above is a bestselling aerial photography book and documentary project showcasing striking, large-scale images of Earth's landscapes and human impact, created by French photographer Yann Arthus-Bertrand.
  • D. Symbiotic Planet
    Symbiotic Planet is a book by biologist Lynn Margulis that explores the central role of symbiosis in the evolution and interconnectedness of life on Earth.
  • E. How to Think Seriously About the Planet
    How to Think Seriously About the Planet is a philosophical work by Roger Scruton that argues for a conservative, tradition-based approach to environmentalism and ecological responsibility.
  • 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: Azimuth blog
Triple: [John Baez, notableWork, Azimuth blog]
Generated description
Azimuth blog is an online platform created by mathematical physicist John Baez that focuses on environmental issues, complex systems, and the application of mathematics to sustainability and climate science.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Azimuth blog
Target entity description: Azimuth blog is an online platform created by mathematical physicist John Baez that focuses on environmental issues, complex systems, and the application of mathematics to sustainability and climate science.
  • A. Homesteading the Noosphere
    Homesteading the Noosphere is an influential essay by Eric S. Raymond that analyzes the culture, motivations, and property norms of the open-source software community.
  • B. Half-Earth Project
    The Half-Earth Project is a global conservation initiative, inspired by E.O. Wilson’s vision, that advocates protecting half of the planet’s land and seas to safeguard biodiversity and prevent mass extinction.
  • C. Earth from Above
    Earth from Above is a bestselling aerial photography book and documentary project showcasing striking, large-scale images of Earth's landscapes and human impact, created by French photographer Yann Arthus-Bertrand.
  • D. Symbiotic Planet
    Symbiotic Planet is a book by biologist Lynn Margulis that explores the central role of symbiosis in the evolution and interconnectedness of life on Earth.
  • E. How to Think Seriously About the Planet
    How to Think Seriously About the Planet is a philosophical work by Roger Scruton that argues for a conservative, tradition-based approach to environmentalism and ecological responsibility.
  • 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_69d8b914530c8190b4474d862a2b2a1b completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e50057c5c881909fcda72f4a98c8c3 completed April 19, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a03b4029cb88190963ae33570455c2d completed May 12, 2026, 11:13 p.m.
NEDg Description generation batch_6a03b501b630819094c77aebf62081a2 completed May 12, 2026, 11:17 p.m.
NED2 Entity disambiguation (via description) batch_6a03b5c09f4881909fb0ead5fc48895c completed May 12, 2026, 11:20 p.m.
Created at: April 10, 2026, 10:35 a.m.