Triple

T12323567
Position Surface form Disambiguated ID Type / Status
Subject AWS AppSync E293776 entity
Predicate integratesWith P1075 FINISHED
Object AWS AppSync SDKs
AWS AppSync SDKs are client libraries that simplify building real-time, offline-capable applications that interact with AWS AppSync GraphQL APIs across web and mobile platforms.
 E293776 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: AWS AppSync SDKs | Statement: [AWS AppSync, integratesWith, AWS AppSync SDKs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: AWS AppSync SDKs
Context triple: [AWS AppSync, integratesWith, AWS AppSync SDKs]
  • A. AWS AppSync
    AWS AppSync is a managed GraphQL service from Amazon Web Services that simplifies building real-time, data-driven applications by securely connecting to and orchestrating multiple data sources.
  • B. AWS Amplify
    AWS Amplify is a set of tools and services that helps developers build, deploy, and manage scalable full-stack web and mobile applications on the AWS cloud.
  • C. Apollo Client
    Apollo Client is a popular open-source JavaScript state management and data-fetching library designed to work seamlessly with GraphQL APIs on the client side.
  • D. Apollo Server
    Apollo Server is a popular open-source GraphQL server library for JavaScript/TypeScript that simplifies building, running, and integrating GraphQL APIs with various frameworks and data sources.
  • E. CloudKit
    CloudKit is Apple’s cloud storage and data synchronization framework that enables developers to seamlessly store, manage, and sync app data across users’ iCloud accounts and devices.
  • 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: AWS AppSync SDKs
Triple: [AWS AppSync, integratesWith, AWS AppSync SDKs]
Generated description
AWS AppSync SDKs are client libraries that simplify building real-time, offline-capable applications that interact with AWS AppSync GraphQL APIs across web and mobile platforms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: AWS AppSync SDKs
Target entity description: AWS AppSync SDKs are client libraries that simplify building real-time, offline-capable applications that interact with AWS AppSync GraphQL APIs across web and mobile platforms.
  • A. AWS AppSync chosen
    AWS AppSync is a managed GraphQL service from Amazon Web Services that simplifies building real-time, data-driven applications by securely connecting to and orchestrating multiple data sources.
  • B. AWS Amplify
    AWS Amplify is a set of tools and services that helps developers build, deploy, and manage scalable full-stack web and mobile applications on the AWS cloud.
  • C. Apollo Client
    Apollo Client is a popular open-source JavaScript state management and data-fetching library designed to work seamlessly with GraphQL APIs on the client side.
  • D. Apollo Server
    Apollo Server is a popular open-source GraphQL server library for JavaScript/TypeScript that simplifies building, running, and integrating GraphQL APIs with various frameworks and data sources.
  • E. CloudKit
    CloudKit is Apple’s cloud storage and data synchronization framework that enables developers to seamlessly store, manage, and sync app data across users’ iCloud accounts and devices.
  • 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_69d6ab6ae0dc8190b1522a9c1c55c114 completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d93f4d7dac81909ff10e64e229ef33 completed April 10, 2026, 6:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69f61e8d27288190bdf32acd600141db completed May 2, 2026, 3:55 p.m.
NEDg Description generation batch_69f61f9493d081909a543bcafeb508d1 completed May 2, 2026, 4 p.m.
NED2 Entity disambiguation (via description) batch_69f620ad9ec0819099909142fbad6412 completed May 2, 2026, 4:05 p.m.
Created at: April 8, 2026, 9:53 p.m.