Triple

T511577
Position Surface form Disambiguated ID Type / Status
Subject Princeton University Press E10620 entity
Predicate hasPublication P80 FINISHED
Object Princeton Mathematical Series
Princeton Mathematical Series is a renowned collection of advanced mathematics books published by Princeton University Press, featuring influential works by leading mathematicians.
 E63452 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: Princeton Mathematical Series | Statement: [Princeton University Press, hasPublication, Princeton Mathematical Series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Princeton Mathematical Series
Context triple: [Princeton University Press, hasPublication, Princeton Mathematical Series]
  • A. Annals of Mathematics
    Annals of Mathematics is a leading peer-reviewed mathematics journal renowned for publishing foundational and influential research across all areas of pure mathematics.
  • B. Princeton University Department of Mathematics
    The Princeton University Department of Mathematics is a leading academic department renowned for its influential research, distinguished faculty, and central role in shaping modern mathematical thought.
  • C. American Mathematical Society
    The American Mathematical Society is a leading professional association dedicated to advancing mathematical research, scholarship, and education, and supporting the global community of mathematicians.
  • D. Principles of Mathematics
    Principles of Mathematics is Bertrand Russell’s foundational work in mathematical logic and the philosophy of mathematics, arguing that mathematics can be derived from purely logical principles.
  • E. Elementary Mathematics from an Advanced Standpoint
    "Elementary Mathematics from an Advanced Standpoint" is a classic three-volume work by Felix Klein that reexamines school-level mathematics through the lens of modern, rigorous mathematical theory and pedagogy.
  • 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: Princeton Mathematical Series
Triple: [Princeton University Press, hasPublication, Princeton Mathematical Series]
Generated description
Princeton Mathematical Series is a renowned collection of advanced mathematics books published by Princeton University Press, featuring influential works by leading mathematicians.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Princeton Mathematical Series
Target entity description: Princeton Mathematical Series is a renowned collection of advanced mathematics books published by Princeton University Press, featuring influential works by leading mathematicians.
  • A. Annals of Mathematics
    Annals of Mathematics is a leading peer-reviewed mathematics journal renowned for publishing foundational and influential research across all areas of pure mathematics.
  • B. Princeton University Department of Mathematics
    The Princeton University Department of Mathematics is a leading academic department renowned for its influential research, distinguished faculty, and central role in shaping modern mathematical thought.
  • C. American Mathematical Society
    The American Mathematical Society is a leading professional association dedicated to advancing mathematical research, scholarship, and education, and supporting the global community of mathematicians.
  • D. Principles of Mathematics
    Principles of Mathematics is Bertrand Russell’s foundational work in mathematical logic and the philosophy of mathematics, arguing that mathematics can be derived from purely logical principles.
  • E. Elementary Mathematics from an Advanced Standpoint
    "Elementary Mathematics from an Advanced Standpoint" is a classic three-volume work by Felix Klein that reexamines school-level mathematics through the lens of modern, rigorous mathematical theory and pedagogy.
  • 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_69a2e84a0d08819087e01863fcd9abf1 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2f16768c081909d05537ff070868b completed Feb. 28, 2026, 1:45 p.m.
NED1 Entity disambiguation (via context triple) batch_69a49ebcf4408190bbbff6e86f42034f completed March 1, 2026, 8:17 p.m.
NEDg Description generation batch_69a49f2f2b4c8190b35eb623a28187e6 completed March 1, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69a49fce57d08190b76e37ba5ac23750 completed March 1, 2026, 8:21 p.m.
Created at: Feb. 28, 2026, 1:12 p.m.