Triple

T2683336
Position Surface form Disambiguated ID Type / Status
Subject Gibbons–Hawking temperature E57424 entity
Predicate relatedFormula P12675 FINISHED
Object T = \frac{\hbar}{2\pi k_B} \sqrt{\frac{\Lambda}{3}} — LITERAL FINISHED

How this triple was built (2 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: T = \frac{\hbar}{2\pi k_B} \sqrt{\frac{\Lambda}{3}} | Statement: [Gibbons–Hawking temperature, relatedFormula, T = \frac{\hbar}{2\pi k_B} \sqrt{\frac{\Lambda}{3}}]
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: relatedFormula
Context triple: [Gibbons–Hawking temperature, relatedFormula, T = \frac{\hbar}{2\pi k_B} \sqrt{\frac{\Lambda}{3}}]
  • A. relatedByFormula
    Indicates that one entity is mathematically or logically derived from, or connected to, another according to a specific formula.
  • B. formulaUsed
    Indicates that a particular formula is employed or applied in performing a calculation, derivation, or reasoning step.
  • C. keyFormula
    Indicates that a formula serves as the primary or defining expression associated with an entity or relationship.
  • D. mathematicallyExpressedBy chosen
    Indicates that something (such as a concept, quantity, or relationship) is represented or captured using a specific mathematical expression or formulation.
  • E. relatedForm
    Indicates that one entity is an alternative or variant form of another, such as a different spelling, inflection, or closely related lexical form.
  • 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_69ab4a5028388190a36f3baf1588309e completed March 6, 2026, 9:42 p.m.
NER Named-entity recognition batch_69abd9d7692c81909d8fd9ce3817161b completed March 7, 2026, 7:55 a.m.
PD Predicate disambiguation batch_69abd81c9b4c81908e5e0da6ac5f828b completed March 7, 2026, 7:47 a.m.
Created at: March 6, 2026, 9:54 p.m.