Triple

T17500060
Position Surface form Disambiguated ID Type / Status
Subject AWS SDKs E426162 entity
Predicate includes P1393 FINISHED
Object AWS SDK for Python
AWS SDK for Python (Boto3) is Amazon Web Services’ official Python library that enables developers to programmatically interact with and manage AWS services in their Python applications.
E426162 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 SDK for Python | Statement: [AWS SDKs, includes, AWS SDK for Python]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: AWS SDK for Python
Context triple: [AWS SDKs, includes, AWS SDK for Python]
  • A. AWS SDKs
    AWS SDKs are language-specific software development kits that enable developers to programmatically interact with and manage AWS services through familiar APIs.
  • B. Python SDK
    Python SDK is a software development kit that enables developers to build and integrate Python applications with services and platforms such as Azure Data Lake Storage.
  • C. AWS CLI
    AWS CLI is a unified command-line tool that allows users to manage and automate AWS services and resources through scripted commands.
  • D. AWS Developer Tools
    AWS Developer Tools is a suite of services from Amazon Web Services that helps developers build, test, and deploy applications and infrastructure in the cloud with continuous integration and delivery capabilities.
  • E. Aws
    Aws was one of the major Arab tribes of Medina that played a pivotal role in supporting Prophet Muhammad and the early Muslim community after the Hijrah.
  • 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 SDK for Python
Triple: [AWS SDKs, includes, AWS SDK for Python]
Generated description
AWS SDK for Python (Boto3) is Amazon Web Services’ official Python library that enables developers to programmatically interact with and manage AWS services in their Python applications.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: AWS SDK for Python
Target entity description: AWS SDK for Python (Boto3) is Amazon Web Services’ official Python library that enables developers to programmatically interact with and manage AWS services in their Python applications.
  • A. AWS SDKs chosen
    AWS SDKs are language-specific software development kits that enable developers to programmatically interact with and manage AWS services through familiar APIs.
  • B. Python SDK
    Python SDK is a software development kit that enables developers to build and integrate Python applications with services and platforms such as Azure Data Lake Storage.
  • C. AWS CLI
    AWS CLI is a unified command-line tool that allows users to manage and automate AWS services and resources through scripted commands.
  • D. AWS Developer Tools
    AWS Developer Tools is a suite of services from Amazon Web Services that helps developers build, test, and deploy applications and infrastructure in the cloud with continuous integration and delivery capabilities.
  • E. Aws
    Aws was one of the major Arab tribes of Medina that played a pivotal role in supporting Prophet Muhammad and the early Muslim community after the Hijrah.
  • 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_69d889dd9164819087b1dc3c9240c870 completed April 10, 2026, 5:25 a.m.
NER Named-entity recognition batch_69e452112ff0819089c2951baba90102 completed April 19, 2026, 3:54 a.m.
NED1 Entity disambiguation (via context triple) batch_6a01c9395364819089fbd6f746aa8f46 completed May 11, 2026, 12:19 p.m.
NEDg Description generation batch_6a01c9b81a008190a1b6326d5e65242b completed May 11, 2026, 12:21 p.m.
NED2 Entity disambiguation (via description) batch_6a01ca70502c8190bfa2dfd44c30a6f2 completed May 11, 2026, 12:24 p.m.
Created at: April 10, 2026, 5:48 a.m.