Triple

T12014621
Position Surface form Disambiguated ID Type / Status
Subject J. Lee, Introduction to Smooth Manifolds E285992 entity
Predicate series P1761 FINISHED
Object Graduate Texts in Mathematics E621110 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: Graduate Texts in Mathematics | Statement: [J. Lee, Introduction to Smooth Manifolds, series, Graduate Texts in Mathematics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Graduate Texts in Mathematics
Context triple: [J. Lee, Introduction to Smooth Manifolds, series, Graduate Texts in Mathematics]
  • A. Graduate Texts in Mathematics chosen
    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. 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. 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.
  • E. 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.
  • 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_69d6ab45a368819084fce08bf0dc3705 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d903d884488190b4450a98088208ef completed April 10, 2026, 2:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69f49d4156ec8190bfc6d1180ac41d06 completed May 1, 2026, 12:32 p.m.
Created at: April 8, 2026, 9:46 p.m.