Triple

T1060238
Position Surface form Disambiguated ID Type / Status
Subject G. H. Hardy E22889 entity
Predicate notableWork P4 FINISHED
Object Orders of Infinity
"Orders of Infinity" is a mathematical treatise by G. H. Hardy that systematically develops the theory of divergent series and the comparative growth rates of functions in analysis.
 E120390 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: Orders of Infinity | Statement: [G. H. Hardy, notableWork, Orders of Infinity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Orders of Infinity
Context triple: [G. H. Hardy, notableWork, Orders of Infinity]
  • A. The Infinite Plan
    The Infinite Plan is a novel by Isabel Allende that follows the tumultuous life of a man seeking identity and meaning against the backdrop of mid-20th-century American social and political upheaval.
  • B. Wowbagger the Infinitely Prolonged
    Wowbagger the Infinitely Prolonged is a character from Douglas Adams' Hitchhiker's Guide universe, an immortal being who copes with endless life by traveling the cosmos to insult every sentient being in alphabetical order.
  • C. Infinite in All Directions (book)
    Infinite in All Directions is a 1988 book by physicist and mathematician Freeman Dyson that explores cosmology, philosophy, ethics, and the future of humanity through a series of reflective essays and lectures.
  • D. Surreal numbers
    Surreal numbers are a class of numbers introduced by John H. Conway that form an extensive ordered field encompassing the real numbers, infinite quantities, and infinitesimals within a unified framework.
  • E. The Restless Universe
    The Restless Universe is a popular science book by physicist Max Born that explains modern physics and quantum theory to a general audience in clear, accessible language.
  • 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: Orders of Infinity
Triple: [G. H. Hardy, notableWork, Orders of Infinity]
Generated description
"Orders of Infinity" is a mathematical treatise by G. H. Hardy that systematically develops the theory of divergent series and the comparative growth rates of functions in analysis.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Orders of Infinity
Target entity description: "Orders of Infinity" is a mathematical treatise by G. H. Hardy that systematically develops the theory of divergent series and the comparative growth rates of functions in analysis.
  • A. The Infinite Plan
    The Infinite Plan is a novel by Isabel Allende that follows the tumultuous life of a man seeking identity and meaning against the backdrop of mid-20th-century American social and political upheaval.
  • B. Wowbagger the Infinitely Prolonged
    Wowbagger the Infinitely Prolonged is a character from Douglas Adams' Hitchhiker's Guide universe, an immortal being who copes with endless life by traveling the cosmos to insult every sentient being in alphabetical order.
  • C. Infinite in All Directions (book)
    Infinite in All Directions is a 1988 book by physicist and mathematician Freeman Dyson that explores cosmology, philosophy, ethics, and the future of humanity through a series of reflective essays and lectures.
  • D. Surreal numbers
    Surreal numbers are a class of numbers introduced by John H. Conway that form an extensive ordered field encompassing the real numbers, infinite quantities, and infinitesimals within a unified framework.
  • E. The Restless Universe
    The Restless Universe is a popular science book by physicist Max Born that explains modern physics and quantum theory to a general audience in clear, accessible language.
  • 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_69a493dada0481909c43649f9843ea91 completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b8f3f98c819096338198d9f30491 completed March 1, 2026, 10:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bd3400c8190b84e88073f19beba completed March 7, 2026, 2:53 p.m.
NEDg Description generation batch_69ac3ca9b5d88190816980f964f7e947 completed March 7, 2026, 2:56 p.m.
NED2 Entity disambiguation (via description) batch_69ac3d61a0c48190b619b3049df33512 completed March 7, 2026, 2:59 p.m.
Created at: March 1, 2026, 7:42 p.m.