Triple

T8516365
Position Surface form Disambiguated ID Type / Status
Subject Arrow Books E201581 entity
Predicate partOf P40 FINISHED
Object Cornerstone Publishing
Cornerstone Publishing is a British publishing imprint within Penguin Random House that oversees several well-known paperback and commercial fiction lists, including Arrow Books.
 E738889 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: Cornerstone Publishing | Statement: [Arrow Books, partOf, Cornerstone Publishing]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cornerstone Publishing
Context triple: [Arrow Books, partOf, Cornerstone Publishing]
  • A. Templeton Press
    Templeton Press is a publishing company that produces books and resources on topics such as science, religion, spirituality, health, and character development, reflecting the mission and interests of the John Templeton Foundation.
  • B. Lexham Press
    Lexham Press is an evangelical Christian publishing house known for producing theological, biblical, and ministry resources, often in connection with Logos Bible Software.
  • C. Concordia Publishing House
    Concordia Publishing House is the official publishing arm of the Lutheran Church–Missouri Synod, producing theological works, educational materials, and worship resources for Lutheran congregations and individuals.
  • D. Pinnacle Books
    Pinnacle Books was an American paperback publisher known for releasing genre fiction, including science fiction titles such as issues or collections associated with Galaxy Science Fiction.
  • E. Church Publishing Incorporated
    Church Publishing Incorporated is the official publishing arm of The Episcopal Church, producing liturgical, canonical, educational, and devotional resources for the denomination.
  • 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: Cornerstone Publishing
Triple: [Arrow Books, partOf, Cornerstone Publishing]
Generated description
Cornerstone Publishing is a British publishing imprint within Penguin Random House that oversees several well-known paperback and commercial fiction lists, including Arrow Books.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cornerstone Publishing
Target entity description: Cornerstone Publishing is a British publishing imprint within Penguin Random House that oversees several well-known paperback and commercial fiction lists, including Arrow Books.
  • A. Templeton Press
    Templeton Press is a publishing company that produces books and resources on topics such as science, religion, spirituality, health, and character development, reflecting the mission and interests of the John Templeton Foundation.
  • B. Lexham Press
    Lexham Press is an evangelical Christian publishing house known for producing theological, biblical, and ministry resources, often in connection with Logos Bible Software.
  • C. Concordia Publishing House
    Concordia Publishing House is the official publishing arm of the Lutheran Church–Missouri Synod, producing theological works, educational materials, and worship resources for Lutheran congregations and individuals.
  • D. Pinnacle Books
    Pinnacle Books was an American paperback publisher known for releasing genre fiction, including science fiction titles such as issues or collections associated with Galaxy Science Fiction.
  • E. Church Publishing Incorporated
    Church Publishing Incorporated is the official publishing arm of The Episcopal Church, producing liturgical, canonical, educational, and devotional resources for the denomination.
  • 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_69ca8321bb44819081b74df0b710276d completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe62550908190af882019d68a904a completed March 31, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e65419481909e787066fd069565 completed April 2, 2026, 11:09 a.m.
NEDg Description generation batch_69ce4ffac8a08190bc2131c0d260ca39 completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce5117c7508190b74821d029d226c6 completed April 2, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:15 p.m.