Triple

T7933068

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cloud Build	`E184227`	entity
Predicate	integratesWith	`P1075`	FINISHED
Object	Identity and Access Management Identity and Access Management (IAM) is a security framework and set of tools that control and manage users’ identities and their access permissions to resources within an organization’s systems and services.	`E697178`	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: Identity and Access Management | Statement: [Cloud Build, integratesWith, Identity and Access Management]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Identity and Access Management
Context triple: [Cloud Build, integratesWith, Identity and Access Management]

A. Privileged Identity Management
Privileged Identity Management is a Microsoft security service that provides just-in-time, approval-based, and time-limited access to sensitive roles and resources to reduce the risks associated with standing administrative privileges.
B. AWS Identity and Access Management
AWS Identity and Access Management is a security service that enables you to securely control and fine-tune user and programmatic access to AWS resources through policies, roles, and permissions.
C. RSA Identity Governance and Lifecycle
RSA Identity Governance and Lifecycle is an enterprise solution for managing user access, enforcing security policies, and ensuring compliance across identities and applications.
D. security services administration
Security services administration is a field focused on managing, organizing, and overseeing protective and security operations within public or private institutions.
E. Oracle Cloud Infrastructure Identity and Access Management
Oracle Cloud Infrastructure Identity and Access Management is a cloud-native service that centrally controls user identities, access policies, and permissions across Oracle Cloud resources 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: Identity and Access Management
Triple: [Cloud Build, integratesWith, Identity and Access Management]

Generated description

Identity and Access Management (IAM) is a security framework and set of tools that control and manage users’ identities and their access permissions to resources within an organization’s systems and services.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Identity and Access Management
Target entity description: Identity and Access Management (IAM) is a security framework and set of tools that control and manage users’ identities and their access permissions to resources within an organization’s systems and services.

A. Privileged Identity Management
Privileged Identity Management is a Microsoft security service that provides just-in-time, approval-based, and time-limited access to sensitive roles and resources to reduce the risks associated with standing administrative privileges.
B. AWS Identity and Access Management
AWS Identity and Access Management is a security service that enables you to securely control and fine-tune user and programmatic access to AWS resources through policies, roles, and permissions.
C. RSA Identity Governance and Lifecycle
RSA Identity Governance and Lifecycle is an enterprise solution for managing user access, enforcing security policies, and ensuring compliance across identities and applications.
D. security services administration
Security services administration is a field focused on managing, organizing, and overseeing protective and security operations within public or private institutions.
E. Oracle Cloud Infrastructure Identity and Access Management
Oracle Cloud Infrastructure Identity and Access Management is a cloud-native service that centrally controls user identities, access policies, and permissions across Oracle Cloud resources 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_69ca8290c21c8190906a5ca6fe2b03c4`	completed	March 30, 2026, 2:02 p.m.
NER	Named-entity recognition	`batch_69cb3acfd2a88190b1a13cd6fdedc272`	completed	March 31, 2026, 3:09 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cb5c041e588190bfbf251ed88d5bcd`	completed	March 31, 2026, 5:30 a.m.
NEDg	Description generation	`batch_69cb5f22f89c8190a98208bf096a2427`	completed	March 31, 2026, 5:44 a.m.
NED2	Entity disambiguation (via description)	`batch_69cb76d2dff8819085ad9e10baad1537`	completed	March 31, 2026, 7:25 a.m.

Created at: March 30, 2026, 5:08 p.m.