Triple

T1428790
Position Surface form Disambiguated ID Type / Status
Subject On Numbers and Games E30395 entity
Predicate publisher P29 FINISHED
Object A K Peters
A K Peters is a specialized academic and technical publishing company known for producing books in mathematics, computer science, and related fields.
 E163266 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: A K Peters | Statement: [On Numbers and Games, publisher, A K Peters]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: A K Peters
Context triple: [On Numbers and Games, publisher, A K Peters]
  • A. M. E. Sharpe
    M. E. Sharpe is an academic publishing company known for its scholarly books and journals in the social sciences and humanities.
  • B. Chapman and Hall
    Chapman and Hall was a prominent 19th-century British publishing house best known for issuing works by major Victorian authors such as Charles Dickens and Anthony Trollope.
  • C. Westview Press
    Westview Press is an academic publishing imprint known for producing scholarly and educational books, particularly in the social sciences and humanities.
  • D. Springer
    Springer is a major global academic publishing company known for its extensive catalog of scientific, technical, and medical books and journals.
  • E. Riverside Press
    Riverside Press was a prominent 19th- and early 20th-century American printing and publishing house based in Cambridge, Massachusetts, known for its high-quality book production.
  • 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: A K Peters
Triple: [On Numbers and Games, publisher, A K Peters]
Generated description
A K Peters is a specialized academic and technical publishing company known for producing books in mathematics, computer science, and related fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: A K Peters
Target entity description: A K Peters is a specialized academic and technical publishing company known for producing books in mathematics, computer science, and related fields.
  • A. M. E. Sharpe
    M. E. Sharpe is an academic publishing company known for its scholarly books and journals in the social sciences and humanities.
  • B. Chapman and Hall
    Chapman and Hall was a prominent 19th-century British publishing house best known for issuing works by major Victorian authors such as Charles Dickens and Anthony Trollope.
  • C. Westview Press
    Westview Press is an academic publishing imprint known for producing scholarly and educational books, particularly in the social sciences and humanities.
  • D. Springer
    Springer is a major global academic publishing company known for its extensive catalog of scientific, technical, and medical books and journals.
  • E. Riverside Press
    Riverside Press was a prominent 19th- and early 20th-century American printing and publishing house based in Cambridge, Massachusetts, known for its high-quality book production.
  • 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_69a498fb823c8190a67ce4c4837e641a completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c4d9575881908bb58598e5a80590 completed March 1, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad016930ec8190ab3900d6f40c4aa0 completed March 8, 2026, 4:56 a.m.
NEDg Description generation batch_69ad01d1c01c81908917c4837ed2b393 completed March 8, 2026, 4:57 a.m.
NED2 Entity disambiguation (via description) batch_69ad0265f610819085a2dd293abd4812 completed March 8, 2026, 5 a.m.
Created at: March 1, 2026, 8 p.m.