Triple

T17226987
Position Surface form Disambiguated ID Type / Status
Subject Renata Kallosh E418139 entity
Predicate notableWork P4 FINISHED
Object KKLT construction of de Sitter vacua
The KKLT construction of de Sitter vacua is a seminal string theory framework that stabilizes moduli and produces metastable de Sitter universes, providing a candidate explanation for cosmic acceleration within string theory.
E1257325 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: KKLT construction of de Sitter vacua | Statement: [Renata Kallosh, notableWork, KKLT construction of de Sitter vacua]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: KKLT construction of de Sitter vacua
Context triple: [Renata Kallosh, notableWork, KKLT construction of de Sitter vacua]
  • A. Klebanov–Strassler solution
    The Klebanov–Strassler solution is a celebrated supergravity background in string theory that provides a concrete, smooth holographic model of a confining gauge theory via the warped deformed conifold.
  • B. Klebanov–Strassler warped deformed conifold solution
    The Klebanov–Strassler warped deformed conifold solution is a celebrated supergravity background in string theory that provides a concrete, nonsingular model of gauge/gravity duality and dynamical supersymmetry breaking via a warped throat geometry.
  • C. Klebanov–Tseytlin background in type IIB supergravity
    The Klebanov–Tseytlin background in type IIB supergravity is a celebrated solution describing fractional D3-branes on a conifold, providing a key holographic dual for a four-dimensional cascading gauge theory.
  • D. The Cosmic Landscape: String Theory and the Illusion of Intelligent Design
    "The Cosmic Landscape: String Theory and the Illusion of Intelligent Design" is a popular science book by physicist Leonard Susskind that explains the string theory multiverse and argues that apparent fine-tuning in the universe can be understood without invoking intelligent design.
  • E. Kähler potential
    The Kähler potential is a scalar function whose complex second derivatives locally determine the metric and symplectic structure of a Kähler manifold in complex differential geometry.
  • 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: KKLT construction of de Sitter vacua
Triple: [Renata Kallosh, notableWork, KKLT construction of de Sitter vacua]
Generated description
The KKLT construction of de Sitter vacua is a seminal string theory framework that stabilizes moduli and produces metastable de Sitter universes, providing a candidate explanation for cosmic acceleration within string theory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: KKLT construction of de Sitter vacua
Target entity description: The KKLT construction of de Sitter vacua is a seminal string theory framework that stabilizes moduli and produces metastable de Sitter universes, providing a candidate explanation for cosmic acceleration within string theory.
  • A. Klebanov–Strassler solution
    The Klebanov–Strassler solution is a celebrated supergravity background in string theory that provides a concrete, smooth holographic model of a confining gauge theory via the warped deformed conifold.
  • B. Klebanov–Strassler warped deformed conifold solution
    The Klebanov–Strassler warped deformed conifold solution is a celebrated supergravity background in string theory that provides a concrete, nonsingular model of gauge/gravity duality and dynamical supersymmetry breaking via a warped throat geometry.
  • C. Klebanov–Tseytlin background in type IIB supergravity
    The Klebanov–Tseytlin background in type IIB supergravity is a celebrated solution describing fractional D3-branes on a conifold, providing a key holographic dual for a four-dimensional cascading gauge theory.
  • D. The Cosmic Landscape: String Theory and the Illusion of Intelligent Design
    "The Cosmic Landscape: String Theory and the Illusion of Intelligent Design" is a popular science book by physicist Leonard Susskind that explains the string theory multiverse and argues that apparent fine-tuning in the universe can be understood without invoking intelligent design.
  • E. Kähler potential
    The Kähler potential is a scalar function whose complex second derivatives locally determine the metric and symplectic structure of a Kähler manifold in complex differential geometry.
  • 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_69d886d779488190b131369541c04e7d completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e42de239a08190936a1d635b0b1b87 completed April 19, 2026, 1:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01675eae08819093427b4dc1ffee5f completed May 11, 2026, 5:21 a.m.
NEDg Description generation batch_6a016a1f6eac8190951ae30f37144d2a completed May 11, 2026, 5:33 a.m.
NED2 Entity disambiguation (via description) batch_6a016a92af248190aaed36040486bf40 completed May 11, 2026, 5:35 a.m.
Created at: April 10, 2026, 5:39 a.m.