Triple

T16280493
Position Surface form Disambiguated ID Type / Status
Subject American Mathematical Society publications E395249 entity
Predicate hasBookSeries P42145 FINISHED
Object Mathematical Surveys and Monographs
Mathematical Surveys and Monographs is a prominent book series by the American Mathematical Society that publishes comprehensive, research-level expositions on advanced topics across all areas of mathematics.
 E1203519 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: Mathematical Surveys and Monographs | Statement: [American Mathematical Society publications, hasBookSeries, Mathematical Surveys and Monographs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mathematical Surveys and Monographs
Context triple: [American Mathematical Society publications, hasBookSeries, Mathematical Surveys and Monographs]
  • A. Memoirs of the American Mathematical Society
    Memoirs of the American Mathematical Society is a monograph series featuring long, research-level works in pure and applied mathematics.
  • B. Annals of Mathematics Studies
    Annals of Mathematics Studies is a renowned monograph series in advanced mathematics published by Princeton University Press, featuring influential works 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. 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.
  • 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. 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: Mathematical Surveys and Monographs
Triple: [American Mathematical Society publications, hasBookSeries, Mathematical Surveys and Monographs]
Generated description
Mathematical Surveys and Monographs is a prominent book series by the American Mathematical Society that publishes comprehensive, research-level expositions on advanced topics across all areas of mathematics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mathematical Surveys and Monographs
Target entity description: Mathematical Surveys and Monographs is a prominent book series by the American Mathematical Society that publishes comprehensive, research-level expositions on advanced topics across all areas of mathematics.
  • A. Memoirs of the American Mathematical Society
    Memoirs of the American Mathematical Society is a monograph series featuring long, research-level works in pure and applied mathematics.
  • B. Annals of Mathematics Studies
    Annals of Mathematics Studies is a renowned monograph series in advanced mathematics published by Princeton University Press, featuring influential works 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. 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.
  • 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. 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.