Triple

T1447757
Position Surface form Disambiguated ID Type / Status
Subject Kindle Direct Publishing E31213 entity
Predicate feature P374 FINISHED
Object KDP Select program
The KDP Select program is an optional exclusivity program for Kindle Direct Publishing authors that offers promotional tools and higher royalty opportunities in exchange for making their ebooks available only through Amazon for a set period.
 E31213 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: KDP Select program | Statement: [Kindle Direct Publishing, feature, KDP Select program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: KDP Select program
Context triple: [Kindle Direct Publishing, feature, KDP Select program]
  • A. Kindle Direct Publishing
    Kindle Direct Publishing is Amazon’s self-publishing platform that allows authors and publishers to independently publish and sell digital and print books directly to readers worldwide.
  • B. Amazon Publisher Services
    Amazon Publisher Services is a suite of cloud-based advertising tools from Amazon that helps publishers manage, optimize, and monetize their digital ad inventory across web and app properties.
  • C. Amazon Kindle Store
    Amazon Kindle Store is Amazon’s online marketplace for purchasing and downloading digital books, magazines, and other e‑reading content for Kindle devices and apps.
  • D. Amazon Prime
    Amazon Prime is a subscription service from Amazon that offers members benefits like fast shipping, streaming video and music, and access to exclusive deals.
  • E. Amazon Developer Program
    The Amazon Developer Program is a platform that provides tools, documentation, and support for developers to build, test, and distribute apps and digital content through Amazon’s ecosystem, including the Amazon Appstore and Alexa.
  • 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: KDP Select program
Triple: [Kindle Direct Publishing, feature, KDP Select program]
Generated description
The KDP Select program is an optional exclusivity program for Kindle Direct Publishing authors that offers promotional tools and higher royalty opportunities in exchange for making their ebooks available only through Amazon for a set period.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: KDP Select program
Target entity description: The KDP Select program is an optional exclusivity program for Kindle Direct Publishing authors that offers promotional tools and higher royalty opportunities in exchange for making their ebooks available only through Amazon for a set period.
  • A. Kindle Direct Publishing chosen
    Kindle Direct Publishing is Amazon’s self-publishing platform that allows authors and publishers to independently publish and sell digital and print books directly to readers worldwide.
  • B. Amazon Publisher Services
    Amazon Publisher Services is a suite of cloud-based advertising tools from Amazon that helps publishers manage, optimize, and monetize their digital ad inventory across web and app properties.
  • C. Amazon Kindle Store
    Amazon Kindle Store is Amazon’s online marketplace for purchasing and downloading digital books, magazines, and other e‑reading content for Kindle devices and apps.
  • D. Amazon Prime
    Amazon Prime is a subscription service from Amazon that offers members benefits like fast shipping, streaming video and music, and access to exclusive deals.
  • E. Amazon Developer Program
    The Amazon Developer Program is a platform that provides tools, documentation, and support for developers to build, test, and distribute apps and digital content through Amazon’s ecosystem, including the Amazon Appstore and Alexa.
  • F. None of above.

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_69a499171a28819085b993a3ac78e363 completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c55aa7dc8190aa7452d80ec8305e completed March 1, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad0e70103081908b958acc6873d974 completed March 8, 2026, 5:51 a.m.
NEDg Description generation batch_69ad0f1e27288190a25d26a038883529 completed March 8, 2026, 5:54 a.m.
NED2 Entity disambiguation (via description) batch_69ad0f90cdec81908a981e12184cdd75 completed March 8, 2026, 5:56 a.m.
Created at: March 1, 2026, 8 p.m.