Triple

T10991515
Position Surface form Disambiguated ID Type / Status
Subject Riemann–Stieltjes integral E259762 entity
Predicate textbookTreatment P42609 FINISHED
Object commonly appears in advanced undergraduate analysis courses LITERAL 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: commonly appears in advanced undergraduate analysis courses | Statement: [Riemann–Stieltjes integral, textbookTreatment, commonly appears in advanced undergraduate analysis courses]
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: textbookTreatment
Context triple: [Riemann–Stieltjes integral, textbookTreatment, commonly appears in advanced undergraduate analysis courses]
  • A. notableTextbook
    Indicates that a textbook is recognized as significant, influential, or widely used within its field or subject area.
  • B. theoreticalText chosen
    Indicates that one entity is a theoretical or conceptual written work about, or used as a basis for understanding, the other entity.
  • C. book2Subject
    Indicates that an entity serves as the subject or topic that a given book is about.
  • D. book3Subject
    Indicates that an entity serves as the third subject or topic discussed or treated in a particular book.
  • E. wasStandardTextbookDuration
    Indicates that the duration of something matched the typical or officially prescribed length for a standard textbook version of that activity or course.
  • F. None of above.

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_69d6aa8a6a548190a750f944ccdc8064 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d795d1e918819090c71f5a077fa15a completed April 9, 2026, 12:04 p.m.
PD Predicate disambiguation batch_69d72e93ac648190b46c5d12bf3eb1e9 completed April 9, 2026, 4:44 a.m.
Created at: April 8, 2026, 9:24 p.m.