Triple

T6834052
Position Surface form Disambiguated ID Type / Status
Subject Sheaves in Geometry and Logic E157405 entity
Predicate series P1761 FINISHED
Object Universitext
Universitext is a renowned Springer textbook series that publishes concise, high-level introductions to advanced topics across pure and applied mathematics.
 E87773 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: Universitext | Statement: [Sheaves in Geometry and Logic, series, Universitext]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Universitext
Context triple: [Sheaves in Geometry and Logic, series, Universitext]
  • A. 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.
  • B. Annals of Mathematics Studies
    Annals of Mathematics Studies is a renowned monograph series in advanced mathematics published by Princeton University Press, featuring influential works across a wide range of mathematical fields.
  • C. Springer
    Springer is a major global academic publishing company known for its extensive catalog of scientific, technical, and medical books and journals.
  • D. Princeton Science Library
    Princeton Science Library is a series of accessible yet authoritative science books published by Princeton University Press, covering a wide range of scientific disciplines for students and general readers.
  • E. Cambridge Tracts in Mathematics and Mathematical Physics
    Cambridge Tracts in Mathematics and Mathematical Physics is a long-running monograph series published by Cambridge University Press that presents concise, research-level expositions on advanced topics in mathematics and mathematical physics.
  • 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: Universitext
Triple: [Sheaves in Geometry and Logic, series, Universitext]
Generated description
Universitext is a renowned Springer textbook series that publishes concise, high-level introductions to advanced topics across pure and applied mathematics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Universitext
Target entity description: Universitext is a renowned Springer textbook series that publishes concise, high-level introductions to advanced topics across pure and applied mathematics.
  • A. 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.
  • B. Annals of Mathematics Studies
    Annals of Mathematics Studies is a renowned monograph series in advanced mathematics published by Princeton University Press, featuring influential works across a wide range of mathematical fields.
  • C. Springer chosen
    Springer is a major global academic publishing company known for its extensive catalog of scientific, technical, and medical books and journals.
  • D. Princeton Science Library
    Princeton Science Library is a series of accessible yet authoritative science books published by Princeton University Press, covering a wide range of scientific disciplines for students and general readers.
  • E. Cambridge Tracts in Mathematics and Mathematical Physics
    Cambridge Tracts in Mathematics and Mathematical Physics is a long-running monograph series published by Cambridge University Press that presents concise, research-level expositions on advanced topics in mathematics and mathematical physics.
  • F. None of above.

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_69c6882c53608190b99aebef079b23bd completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d67936288190829fedc3729aadd8 completed March 27, 2026, 7:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c723fd50c88190af005fd58ca0aee6 completed March 28, 2026, 12:42 a.m.
NEDg Description generation batch_69c7247806808190ac60c134cec612c8 completed March 28, 2026, 12:44 a.m.
NED2 Entity disambiguation (via description) batch_69c7253b94f081909e7cee870a12af6b completed March 28, 2026, 12:47 a.m.
Created at: March 27, 2026, 2:18 p.m.