Triple

T13589835
Position Surface form Disambiguated ID Type / Status
Subject Optimal Transport: Old and New E324664 entity
Predicate series P1761 FINISHED
Object Grundlehren der mathematischen Wissenschaften E860098 NE 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: Grundlehren der mathematischen Wissenschaften | Statement: [Optimal Transport: Old and New, series, Grundlehren der mathematischen Wissenschaften]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Grundlehren der mathematischen Wissenschaften
Context triple: [Optimal Transport: Old and New, series, Grundlehren der mathematischen Wissenschaften]
  • A. Die Grundlehren der mathematischen Wissenschaften chosen
    Die Grundlehren der mathematischen Wissenschaften is a renowned monograph series published by Springer that presents comprehensive, foundational treatments of major areas in mathematics.
  • B. Lecture Notes in Mathematics
    Lecture Notes in Mathematics is a long-running Springer book series that publishes research-level monographs and lecture course texts across all areas of mathematics.
  • C. Teubner series of mathematics texts
    The Teubner series of mathematics texts is a renowned collection of scholarly mathematical monographs and textbooks published by the German academic publisher B. G. Teubner Verlag.
  • D. 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.
  • E. 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.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69d80769eaf081909d82f44e484d6113 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbb055cc98819091fab597b69e5e3e completed April 12, 2026, 2:46 p.m.
NED1 Entity disambiguation (via context triple) batch_69f76bc347b881908267455f3bdd50e8 completed May 3, 2026, 3:37 p.m.
Created at: April 9, 2026, 9:49 p.m.