Triple

T21061801
Position Surface form Disambiguated ID Type / Status
Subject Furst–Saxe–Sipser lower bounds E518865 entity
Predicate complexityClassContext P62369 FINISHED
Object AC⁰ NE NERFINISHED

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: AC⁰ | Statement: [Furst–Saxe–Sipser lower bounds, complexityClassContext, AC⁰]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AC⁰
Context triple: [Furst–Saxe–Sipser lower bounds, complexityClassContext, AC⁰]
  • A. Håstad’s switching lemma
    Håstad’s switching lemma is a fundamental result in computational complexity theory that provides powerful bounds on the simplification of Boolean formulas under random restrictions, with major applications in circuit lower bounds.
  • B. Babai–Fortnow–Lund–Safra–Szegedy theorem
    The Babai–Fortnow–Lund–Safra–Szegedy theorem is a landmark result in computational complexity theory that characterizes the power of multi-prover interactive proofs by showing they capture exactly the class of nondeterministic exponential-time problems.
  • C. Furst–Saxe–Sipser lower bounds
    Furst–Saxe–Sipser lower bounds are foundational results in circuit complexity theory that established superpolynomial lower bounds for constant-depth Boolean circuits (AC⁰), demonstrating inherent limitations of such circuits for computing certain functions.
  • D. “Almost optimal lower bounds for small depth circuits”
    “Almost optimal lower bounds for small depth circuits” is a seminal theoretical computer science paper by Johan Håstad that establishes near-tight lower bounds on the size of constant-depth Boolean circuits, profoundly influencing circuit complexity theory.
  • E. Cook–Levin theorem
    The Cook–Levin theorem is a foundational result in computational complexity theory that established the Boolean satisfiability problem (SAT) as the first NP-complete problem, launching the theory of NP-completeness.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AC⁰
Target entity description: AC⁰ is a class of computational problems solvable by families of constant-depth, polynomial-size Boolean circuits with unbounded fan-in AND and OR gates, fundamental in circuit complexity theory.
  • A. Håstad’s switching lemma
    Håstad’s switching lemma is a fundamental result in computational complexity theory that provides powerful bounds on the simplification of Boolean formulas under random restrictions, with major applications in circuit lower bounds.
  • B. Babai–Fortnow–Lund–Safra–Szegedy theorem
    The Babai–Fortnow–Lund–Safra–Szegedy theorem is a landmark result in computational complexity theory that characterizes the power of multi-prover interactive proofs by showing they capture exactly the class of nondeterministic exponential-time problems.
  • C. Furst–Saxe–Sipser lower bounds
    Furst–Saxe–Sipser lower bounds are foundational results in circuit complexity theory that established superpolynomial lower bounds for constant-depth Boolean circuits (AC⁰), demonstrating inherent limitations of such circuits for computing certain functions.
  • D. “Almost optimal lower bounds for small depth circuits”
    “Almost optimal lower bounds for small depth circuits” is a seminal theoretical computer science paper by Johan Håstad that establishes near-tight lower bounds on the size of constant-depth Boolean circuits, profoundly influencing circuit complexity theory.
  • E. Cook–Levin theorem
    The Cook–Levin theorem is a foundational result in computational complexity theory that established the Boolean satisfiability problem (SAT) as the first NP-complete problem, launching the theory of NP-completeness.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: complexityClassContext
Context triple: [Furst–Saxe–Sipser lower bounds, complexityClassContext, AC⁰]
  • A. complexityClassRelation chosen
    Indicates a relationship between two computational complexity classes, such as inclusion, equivalence, or separation, within the hierarchy of complexity theory.
  • B. computationalClass
    Indicates that two entities share the same computational complexity class or that one entity is categorized within a specified computational complexity class.
  • C. complexityStatus
    Indicates the current level or state of complexity associated with an entity or process.
  • D. isNPComplete
    Indicates that a decision problem is both in NP and NP-hard, meaning it can be verified in polynomial time and is at least as hard as any problem in NP.
  • E. hasComplexity
    Indicates that something possesses a certain level or type of complexity, often in terms of structure, behavior, or difficulty.
  • F. None of above.

Provenance (3 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_69e0b505ef108190b25dd4033e2ff7eb completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6feb064a48190b892b78e27e8d0fa completed April 21, 2026, 4:36 a.m.
PD Predicate disambiguation batch_69e5dbf9d71881908cd85dfc37db93ca completed April 20, 2026, 7:55 a.m.
Created at: April 16, 2026, 2:38 p.m.