Triple

T11653760
Position Surface form Disambiguated ID Type / Status
Subject Microsoft Graph API E276968 entity
Predicate hasSDK P82523 FINISHED
Object Microsoft Graph Python SDK
Microsoft Graph Python SDK is a client library that enables Python developers to easily integrate and interact with Microsoft 365 services and data through the Microsoft Graph API.
 E939218 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: Microsoft Graph Python SDK | Statement: [Microsoft Graph API, hasSDK, Microsoft Graph Python SDK]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Microsoft Graph Python SDK
Context triple: [Microsoft Graph API, hasSDK, Microsoft Graph Python SDK]
  • A. Microsoft Graph PowerShell SDK
    Microsoft Graph PowerShell SDK is a PowerShell module that lets administrators and developers manage Microsoft 365 and other Microsoft cloud services by scripting against the Microsoft Graph API.
  • B. Microsoft Graph API
    Microsoft Graph API is a unified RESTful endpoint from Microsoft that provides access to a wide range of Microsoft 365 and enterprise mobility services and data through a single programmable interface.
  • C. Microsoft Graph Java SDK
    Microsoft Graph Java SDK is a client library that enables Java developers to easily integrate and interact with Microsoft 365 services and data through the Microsoft Graph API.
  • D. Microsoft Graph JavaScript SDK
    Microsoft Graph JavaScript SDK is a client library that enables JavaScript applications to easily access and interact with Microsoft 365 data and services through the Microsoft Graph API.
  • E. Azure Active Directory Graph API
    Azure Active Directory Graph API is a Microsoft service that provides programmatic access to Azure AD directory data and identity management features for applications and services.
  • 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: Microsoft Graph Python SDK
Triple: [Microsoft Graph API, hasSDK, Microsoft Graph Python SDK]
Generated description
Microsoft Graph Python SDK is a client library that enables Python developers to easily integrate and interact with Microsoft 365 services and data through the Microsoft Graph API.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Microsoft Graph Python SDK
Target entity description: Microsoft Graph Python SDK is a client library that enables Python developers to easily integrate and interact with Microsoft 365 services and data through the Microsoft Graph API.
  • A. Microsoft Graph PowerShell SDK
    Microsoft Graph PowerShell SDK is a PowerShell module that lets administrators and developers manage Microsoft 365 and other Microsoft cloud services by scripting against the Microsoft Graph API.
  • B. Microsoft Graph API
    Microsoft Graph API is a unified RESTful endpoint from Microsoft that provides access to a wide range of Microsoft 365 and enterprise mobility services and data through a single programmable interface.
  • C. Microsoft Graph Java SDK
    Microsoft Graph Java SDK is a client library that enables Java developers to easily integrate and interact with Microsoft 365 services and data through the Microsoft Graph API.
  • D. Microsoft Graph JavaScript SDK
    Microsoft Graph JavaScript SDK is a client library that enables JavaScript applications to easily access and interact with Microsoft 365 data and services through the Microsoft Graph API.
  • E. Azure Active Directory Graph API
    Azure Active Directory Graph API is a Microsoft service that provides programmatic access to Azure AD directory data and identity management features for applications and services.
  • 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_69d6aafbb3c081908a9cdb4ecb8d981d completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8a2d01f9c8190849f252f22519550 completed April 10, 2026, 7:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ef138faf4c81908043c71550048d75 completed April 27, 2026, 7:43 a.m.
NEDg Description generation batch_69ef3550fae881909246cd4cca047a19 completed April 27, 2026, 10:07 a.m.
NED2 Entity disambiguation (via description) batch_69ef519f95488190b4b5a167aa930133 completed April 27, 2026, 12:08 p.m.
Created at: April 8, 2026, 9:39 p.m.