Triple

T737927
Position Surface form Disambiguated ID Type / Status
Subject Mathematical Foundations of Quantum Mechanics E14974 entity
Predicate publisher P29 FINISHED
Object Springer
Springer is a major global academic publishing company known for its extensive catalog of scientific, technical, and medical books and journals.
 E87773 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: Springer | Statement: [Mathematical Foundations of Quantum Mechanics, publisher, Springer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Springer
Context triple: [Mathematical Foundations of Quantum Mechanics, publisher, Springer]
  • A. Wiley-VCH
    Wiley-VCH is a German-based scientific publishing company known for producing leading journals and books in physics, chemistry, and related fields.
  • B. Cambridge University Press
    Cambridge University Press is the publishing business of the University of Cambridge and one of the world’s oldest and most prestigious academic and educational publishers.
  • C. Akademische Verlagsgesellschaft
    Akademische Verlagsgesellschaft was a German academic publishing house known for producing influential scientific and scholarly works in the 20th century.
  • D. West Publishing Company
    West Publishing Company is a major American legal publishing firm best known for producing comprehensive case law reporters, legal digests, and research tools used by lawyers and courts.
  • E. W. H. Freeman and Company
    W. H. Freeman and Company is an academic publishing house best known for producing influential college-level science and mathematics textbooks.
  • 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: Springer
Triple: [Mathematical Foundations of Quantum Mechanics, publisher, Springer]
Generated description
Springer is a major global academic publishing company known for its extensive catalog of scientific, technical, and medical books and journals.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Springer
Target entity description: Springer is a major global academic publishing company known for its extensive catalog of scientific, technical, and medical books and journals.
  • A. Wiley-VCH
    Wiley-VCH is a German-based scientific publishing company known for producing leading journals and books in physics, chemistry, and related fields.
  • B. Cambridge University Press
    Cambridge University Press is the publishing business of the University of Cambridge and one of the world’s oldest and most prestigious academic and educational publishers.
  • C. Akademische Verlagsgesellschaft
    Akademische Verlagsgesellschaft was a German academic publishing house known for producing influential scientific and scholarly works in the 20th century.
  • D. West Publishing Company
    West Publishing Company is a major American legal publishing firm best known for producing comprehensive case law reporters, legal digests, and research tools used by lawyers and courts.
  • E. W. H. Freeman and Company
    W. H. Freeman and Company is an academic publishing house best known for producing influential college-level science and mathematics textbooks.
  • 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_69a4934d9930819099eed80096b0597d completed March 1, 2026, 7:28 p.m.
NER Named-entity recognition batch_69a4a5f1c9888190b2817138c6893cfe completed March 1, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69a64a618c248190ab1bcecba04d3da8 completed March 3, 2026, 2:41 a.m.
NEDg Description generation batch_69a64b4c8bb88190aa413a4bed256129 completed March 3, 2026, 2:45 a.m.
NED2 Entity disambiguation (via description) batch_69a64beaafa0819099b02cca0f6c79b7 completed March 3, 2026, 2:48 a.m.
Created at: March 1, 2026, 7:37 p.m.