Triple

T7553092
Position Surface form Disambiguated ID Type / Status
Subject Moderne Algebra E178584 entity
Predicate inSeries P1393 FINISHED
Object Springer mathematics titles
Springer mathematics titles is a publishing series by Springer that encompasses a wide range of influential and advanced books in 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: Springer mathematics titles | Statement: [Moderne Algebra, inSeries, Springer mathematics titles]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Springer mathematics titles
Context triple: [Moderne Algebra, inSeries, Springer mathematics titles]
  • A. Graduate Texts in Mathematics
    Graduate Texts in Mathematics is a renowned series of advanced mathematics textbooks published by Springer, widely used for graduate-level study and reference across many areas of pure and applied mathematics.
  • B. Problem Books in Mathematics
    Problem Books in Mathematics is a renowned Springer book series that presents collections of challenging, graduate-level problems with solutions across a wide range of mathematical fields.
  • C. 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.
  • D. Springer
    Springer is a major global academic publishing company known for its extensive catalog of scientific, technical, and medical books and journals.
  • E. American Mathematical Society publications
    American Mathematical Society publications are a collection of scholarly journals, monographs, and other research-focused works that disseminate advanced mathematical research and scholarship worldwide.
  • 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: Springer mathematics titles
Triple: [Moderne Algebra, inSeries, Springer mathematics titles]
Generated description
Springer mathematics titles is a publishing series by Springer that encompasses a wide range of influential and advanced books in pure and applied mathematics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Springer mathematics titles
Target entity description: Springer mathematics titles is a publishing series by Springer that encompasses a wide range of influential and advanced books in pure and applied mathematics.
  • A. Graduate Texts in Mathematics
    Graduate Texts in Mathematics is a renowned series of advanced mathematics textbooks published by Springer, widely used for graduate-level study and reference across many areas of pure and applied mathematics.
  • B. Problem Books in Mathematics
    Problem Books in Mathematics is a renowned Springer book series that presents collections of challenging, graduate-level problems with solutions across a wide range of mathematical fields.
  • C. 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.
  • D. Springer chosen
    Springer is a major global academic publishing company known for its extensive catalog of scientific, technical, and medical books and journals.
  • E. American Mathematical Society publications
    American Mathematical Society publications are a collection of scholarly journals, monographs, and other research-focused works that disseminate advanced mathematical research and scholarship worldwide.
  • 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_69c69f2da22c8190a50942ac20af70e8 completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f8b8165481908285fc9697fe4c99 completed March 27, 2026, 9:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84f33c968819089fd0a2b07b076a3 completed March 28, 2026, 9:59 p.m.
NEDg Description generation batch_69c84fb8382881909f29472230550aff completed March 28, 2026, 10:01 p.m.
NED2 Entity disambiguation (via description) batch_69c850327c8c81908c3e1ccf58b5bd74 completed March 28, 2026, 10:03 p.m.
Created at: March 27, 2026, 3:49 p.m.