Triple

T12797757
Position Surface form Disambiguated ID Type / Status
Subject Scott Aaronson E305932 entity
Predicate notableWork P4 FINISHED
Object Shtetl-Optimized blog
Shtetl-Optimized blog is a widely read personal blog by theoretical computer scientist Scott Aaronson, focusing on quantum computing, complexity theory, and related topics in science and philosophy.
E1002083 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: Shtetl-Optimized blog | Statement: [Scott Aaronson, notableWork, Shtetl-Optimized blog]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shtetl-Optimized blog
Context triple: [Scott Aaronson, notableWork, Shtetl-Optimized blog]
  • A. blog "Gödel’s Lost Letter and P=NP"
    "Gödel’s Lost Letter and P=NP" is a widely read theoretical computer science and mathematics blog, co-authored by Richard Lipton, that explores complexity theory, algorithms, and related topics in an accessible, conversational style.
  • B. Gowers blog on mathematics
    Gowers blog on mathematics is a widely read online mathematics blog by Fields Medalist Timothy Gowers, featuring expository posts, research discussions, and commentary on mathematical practice and culture.
  • C. Computational Complexity blog
    The Computational Complexity blog is a long-running, influential blog on theoretical computer science and complexity theory, co-authored by Lance Fortnow (and often Bill Gasarch), featuring commentary on research, academia, and the theory community.
  • D. Polymath Project
    The Polymath Project is a large-scale online collaboration in which mathematicians and enthusiasts worldwide work together openly to solve difficult mathematical problems.
  • E. Erdős discrepancy problem
    The Erdős discrepancy problem is a famous question in combinatorial number theory that asks whether every infinite ±1 sequence has arbitrarily large discrepancy along some homogeneous arithmetic progression.
  • 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: Shtetl-Optimized blog
Triple: [Scott Aaronson, notableWork, Shtetl-Optimized blog]
Generated description
Shtetl-Optimized blog is a widely read personal blog by theoretical computer scientist Scott Aaronson, focusing on quantum computing, complexity theory, and related topics in science and philosophy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shtetl-Optimized blog
Target entity description: Shtetl-Optimized blog is a widely read personal blog by theoretical computer scientist Scott Aaronson, focusing on quantum computing, complexity theory, and related topics in science and philosophy.
  • A. blog "Gödel’s Lost Letter and P=NP"
    "Gödel’s Lost Letter and P=NP" is a widely read theoretical computer science and mathematics blog, co-authored by Richard Lipton, that explores complexity theory, algorithms, and related topics in an accessible, conversational style.
  • B. Gowers blog on mathematics
    Gowers blog on mathematics is a widely read online mathematics blog by Fields Medalist Timothy Gowers, featuring expository posts, research discussions, and commentary on mathematical practice and culture.
  • C. Computational Complexity blog
    The Computational Complexity blog is a long-running, influential blog on theoretical computer science and complexity theory, co-authored by Lance Fortnow (and often Bill Gasarch), featuring commentary on research, academia, and the theory community.
  • D. Polymath Project
    The Polymath Project is a large-scale online collaboration in which mathematicians and enthusiasts worldwide work together openly to solve difficult mathematical problems.
  • E. Erdős discrepancy problem
    The Erdős discrepancy problem is a famous question in combinatorial number theory that asks whether every infinite ±1 sequence has arbitrarily large discrepancy along some homogeneous arithmetic progression.
  • 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_69d7bdf366888190a8cccb982606889c completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96e6f858c8190915ede38e9a6a2df completed April 10, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6850d6ebc8190aaffcac09f4b15eb completed May 2, 2026, 11:13 p.m.
NEDg Description generation batch_69f6863fada48190afe2ff7896a60094 completed May 2, 2026, 11:18 p.m.
NED2 Entity disambiguation (via description) batch_69f686bcac94819088782273effbb06a completed May 2, 2026, 11:20 p.m.
Created at: April 9, 2026, 5:30 p.m.