Triple

T16280498
Position Surface form Disambiguated ID Type / Status
Subject American Mathematical Society publications E395249 entity
Predicate hasBookSeries P42145 FINISHED
Object Contemporary Mathematics
Contemporary Mathematics is a peer-reviewed book series published by the American Mathematical Society that features research-level conference proceedings and thematic collections across diverse areas of modern mathematics.
 E1203523 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: Contemporary Mathematics | Statement: [American Mathematical Society publications, hasBookSeries, Contemporary Mathematics]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Contemporary Mathematics
Context triple: [American Mathematical Society publications, hasBookSeries, Contemporary Mathematics]
  • A. Mathematics
    "Mathematics" is a politically charged hip-hop track by Mos Def that critiques social injustice, systemic inequality, and the statistical realities of urban life.
  • B. Principles of Mathematics
    Principles of Mathematics is Bertrand Russell’s foundational work in mathematical logic and the philosophy of mathematics, arguing that mathematics can be derived from purely logical principles.
  • C. Concepts of Modern Mathematics
    Concepts of Modern Mathematics is a popular mathematics book by Ian Stewart that introduces key ideas of modern math—such as set theory, logic, topology, and abstract algebra—to a general audience in an accessible, non-technical way.
  • D. College Mathematics Journal
    The College Mathematics Journal is a peer-reviewed publication focusing on expository articles, problems, and resources aimed at enhancing the teaching and learning of undergraduate-level mathematics.
  • E. math
    The math module in Python’s standard library provides access to mathematical functions and constants for performing floating-point and other numeric computations.
  • 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: Contemporary Mathematics
Triple: [American Mathematical Society publications, hasBookSeries, Contemporary Mathematics]
Generated description
Contemporary Mathematics is a peer-reviewed book series published by the American Mathematical Society that features research-level conference proceedings and thematic collections across diverse areas of modern mathematics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Contemporary Mathematics
Target entity description: Contemporary Mathematics is a peer-reviewed book series published by the American Mathematical Society that features research-level conference proceedings and thematic collections across diverse areas of modern mathematics.
  • A. Mathematics
    "Mathematics" is a politically charged hip-hop track by Mos Def that critiques social injustice, systemic inequality, and the statistical realities of urban life.
  • B. Principles of Mathematics
    Principles of Mathematics is Bertrand Russell’s foundational work in mathematical logic and the philosophy of mathematics, arguing that mathematics can be derived from purely logical principles.
  • C. Concepts of Modern Mathematics
    Concepts of Modern Mathematics is a popular mathematics book by Ian Stewart that introduces key ideas of modern math—such as set theory, logic, topology, and abstract algebra—to a general audience in an accessible, non-technical way.
  • D. College Mathematics Journal
    The College Mathematics Journal is a peer-reviewed publication focusing on expository articles, problems, and resources aimed at enhancing the teaching and learning of undergraduate-level mathematics.
  • E. math
    The math module in Python’s standard library provides access to mathematical functions and constants for performing floating-point and other numeric computations.
  • F. None of above. chosen

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_69d87f22c7248190a54c949738441e2e completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e24611926c81909b276ca3f406f15d completed April 17, 2026, 2:39 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0017c48e5c8190a387a4158362417a completed May 10, 2026, 5:29 a.m.
NEDg Description generation batch_6a0018be4b8c8190b68001465b9af949 completed May 10, 2026, 5:33 a.m.
NED2 Entity disambiguation (via description) batch_6a00198af20c819087cfa7d01b3afdec completed May 10, 2026, 5:37 a.m.
Created at: April 10, 2026, 5:05 a.m.