Triple

T18282710
Position Surface form Disambiguated ID Type / Status
Subject John Baez E437901 entity
Predicate notableWork P4 FINISHED
Object This Week’s Finds in Mathematical Physics
This Week’s Finds in Mathematical Physics is John Baez’s long-running online column that surveys and explains current developments in mathematics and theoretical physics for a broad audience.
E1316081 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: This Week’s Finds in Mathematical Physics | Statement: [John Baez, notableWork, This Week’s Finds in Mathematical Physics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: This Week’s Finds in Mathematical Physics
Context triple: [John Baez, notableWork, This Week’s Finds in Mathematical Physics]
  • A. Rozansky–Witten theory
    Rozansky–Witten theory is a three-dimensional topological quantum field theory associated with hyperkähler manifolds that yields invariants of 3-manifolds and links via holomorphic symplectic geometry.
  • B. Penrose spin networks
    Penrose spin networks are combinatorial graphs introduced by Roger Penrose to model quantum geometry and angular momentum in a discrete, pre-spacetime framework.
  • C. Noncommutative Geometry, Quantum Fields and Motives
    Noncommutative Geometry, Quantum Fields and Motives is a seminal work by Alain Connes that develops a deep interplay between noncommutative geometry, quantum field theory, and arithmetic geometry through the language of motives.
  • D. Surprises in Theoretical Physics
    Surprises in Theoretical Physics is a collection of insightful essays by physicist Rudolf Peierls that explores unexpected results and conceptual twists in modern theoretical physics.
  • E. Cambridge school of mathematical physics
    The Cambridge school of mathematical physics was a prominent early 20th-century research tradition centered at the University of Cambridge that emphasized rigorous mathematical formulations of physical theories, particularly in areas like electromagnetism and the nature of the ether.
  • 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: This Week’s Finds in Mathematical Physics
Triple: [John Baez, notableWork, This Week’s Finds in Mathematical Physics]
Generated description
This Week’s Finds in Mathematical Physics is John Baez’s long-running online column that surveys and explains current developments in mathematics and theoretical physics for a broad audience.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: This Week’s Finds in Mathematical Physics
Target entity description: This Week’s Finds in Mathematical Physics is John Baez’s long-running online column that surveys and explains current developments in mathematics and theoretical physics for a broad audience.
  • A. Rozansky–Witten theory
    Rozansky–Witten theory is a three-dimensional topological quantum field theory associated with hyperkähler manifolds that yields invariants of 3-manifolds and links via holomorphic symplectic geometry.
  • B. Penrose spin networks
    Penrose spin networks are combinatorial graphs introduced by Roger Penrose to model quantum geometry and angular momentum in a discrete, pre-spacetime framework.
  • C. Noncommutative Geometry, Quantum Fields and Motives
    Noncommutative Geometry, Quantum Fields and Motives is a seminal work by Alain Connes that develops a deep interplay between noncommutative geometry, quantum field theory, and arithmetic geometry through the language of motives.
  • D. Surprises in Theoretical Physics
    Surprises in Theoretical Physics is a collection of insightful essays by physicist Rudolf Peierls that explores unexpected results and conceptual twists in modern theoretical physics.
  • E. Cambridge school of mathematical physics
    The Cambridge school of mathematical physics was a prominent early 20th-century research tradition centered at the University of Cambridge that emphasized rigorous mathematical formulations of physical theories, particularly in areas like electromagnetism and the nature of the ether.
  • 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.