Triple

T1847291
Position Surface form Disambiguated ID Type / Status
Subject The Universe in a Nutshell E41311 entity
Predicate subject P450 FINISHED
Object M-theory
M-theory is a proposed unifying framework in theoretical physics that generalizes string theories into an eleven-dimensional model aiming to reconcile quantum mechanics with gravity.
E206131 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: M-theory | Statement: [The Universe in a Nutshell, subject, M-theory]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: M-theory
Context triple: [The Universe in a Nutshell, subject, M-theory]
  • A. string theory
    String theory is a theoretical framework in physics that models fundamental particles as one-dimensional vibrating strings in an attempt to unify quantum mechanics and general relativity.
  • B. Green–Schwarz mechanism
    The Green–Schwarz mechanism is a key anomaly-cancellation process in string theory that ensures the mathematical consistency of certain superstring models by eliminating gauge and gravitational anomalies.
  • C. Superstring Theory, Volume 1: Introduction
    Superstring Theory, Volume 1: Introduction is a foundational graduate-level textbook that systematically presents the basic concepts, mathematical framework, and physical motivations of superstring theory.
  • D. Superstring Theory, Volume 2: Loop Amplitudes, Anomalies and Phenomenology
    "Superstring Theory, Volume 2: Loop Amplitudes, Anomalies and Phenomenology" is a foundational advanced textbook that develops the quantum and phenomenological aspects of superstring theory, including loop calculations, anomaly cancellation, and connections to particle physics.
  • E. AdS/CFT correspondence
    The AdS/CFT correspondence is a conjectured duality in theoretical physics that equates a gravity theory in anti-de Sitter space with a conformal field theory on its boundary, providing a powerful framework for understanding quantum gravity and strongly coupled quantum field theories.
  • 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: M-theory
Triple: [The Universe in a Nutshell, subject, M-theory]
Generated description
M-theory is a proposed unifying framework in theoretical physics that generalizes string theories into an eleven-dimensional model aiming to reconcile quantum mechanics with gravity.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: M-theory
Target entity description: M-theory is a proposed unifying framework in theoretical physics that generalizes string theories into an eleven-dimensional model aiming to reconcile quantum mechanics with gravity.
  • A. string theory
    String theory is a theoretical framework in physics that models fundamental particles as one-dimensional vibrating strings in an attempt to unify quantum mechanics and general relativity.
  • B. Green–Schwarz mechanism
    The Green–Schwarz mechanism is a key anomaly-cancellation process in string theory that ensures the mathematical consistency of certain superstring models by eliminating gauge and gravitational anomalies.
  • C. Superstring Theory, Volume 1: Introduction
    Superstring Theory, Volume 1: Introduction is a foundational graduate-level textbook that systematically presents the basic concepts, mathematical framework, and physical motivations of superstring theory.
  • D. Superstring Theory, Volume 2: Loop Amplitudes, Anomalies and Phenomenology
    "Superstring Theory, Volume 2: Loop Amplitudes, Anomalies and Phenomenology" is a foundational advanced textbook that develops the quantum and phenomenological aspects of superstring theory, including loop calculations, anomaly cancellation, and connections to particle physics.
  • E. AdS/CFT correspondence
    The AdS/CFT correspondence is a conjectured duality in theoretical physics that equates a gravity theory in anti-de Sitter space with a conformal field theory on its boundary, providing a powerful framework for understanding quantum gravity and strongly coupled quantum field theories.
  • 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_69a88648cd44819093303206d96d76ad completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb052e0a8819091bbc0da0e0a20fb completed March 7, 2026, 4:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69adc9c2e0a081909f521e6f73956239 completed March 8, 2026, 7:10 p.m.
NEDg Description generation batch_69adcaf1917c819090eac27de62494ca completed March 8, 2026, 7:16 p.m.
NED2 Entity disambiguation (via description) batch_69adcbba64588190aa0ebd2b6f67afa7 completed March 8, 2026, 7:19 p.m.
Created at: March 4, 2026, 7:33 p.m.