Triple

T19750126

Position	Surface form	Disambiguated ID	Type / Status
Subject	Alibaba Cloud Container Service for Kubernetes	`E474352`	entity
Predicate	integratesWith	`P1075`	FINISHED
Object	Alibaba Cloud Resource Access Management Alibaba Cloud Resource Access Management (RAM) is a service that enables fine-grained identity and access control for Alibaba Cloud resources through users, roles, and policies.	`E1392468`	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: Alibaba Cloud Resource Access Management | Statement: [Alibaba Cloud Container Service for Kubernetes, integratesWith, Alibaba Cloud Resource Access Management]

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

Target entity: Alibaba Cloud Resource Access Management
Context triple: [Alibaba Cloud Container Service for Kubernetes, integratesWith, Alibaba Cloud Resource Access Management]

A. AWS Resource Access Manager
AWS Resource Access Manager is an AWS service that enables you to securely share your AWS resources across accounts and within your organization.
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. 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.
D. Alibaba Cloud Security Center
Alibaba Cloud Security Center is a cloud-native security platform that provides threat detection, vulnerability management, and protection for workloads running on Alibaba Cloud.
E. Cloud IAM
Cloud IAM is Google Cloud’s identity and access management service that lets administrators define and enforce who can access specific cloud resources and what actions they can perform.
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: Alibaba Cloud Resource Access Management
Triple: [Alibaba Cloud Container Service for Kubernetes, integratesWith, Alibaba Cloud Resource Access Management]

Generated description

Alibaba Cloud Resource Access Management (RAM) is a service that enables fine-grained identity and access control for Alibaba Cloud resources through users, roles, and policies.

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

Target entity: Alibaba Cloud Resource Access Management
Target entity description: Alibaba Cloud Resource Access Management (RAM) is a service that enables fine-grained identity and access control for Alibaba Cloud resources through users, roles, and policies.

A. AWS Resource Access Manager
AWS Resource Access Manager is an AWS service that enables you to securely share your AWS resources across accounts and within your organization.
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. 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.
D. Alibaba Cloud Security Center
Alibaba Cloud Security Center is a cloud-native security platform that provides threat detection, vulnerability management, and protection for workloads running on Alibaba Cloud.
E. Cloud IAM
Cloud IAM is Google Cloud’s identity and access management service that lets administrators define and enforce who can access specific cloud resources and what actions they can perform.
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_69d8e51940a0819087bd2996f98da668`	completed	April 10, 2026, 11:55 a.m.
NER	Named-entity recognition	`batch_69e6529875688190952af476aa5be492`	completed	April 20, 2026, 4:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a07b505634481908e84b80e611b3892`	completed	May 16, 2026, 12:06 a.m.
NEDg	Description generation	`batch_6a07b5d90eb081909286da7f06d606cf`	completed	May 16, 2026, 12:10 a.m.
NED2	Entity disambiguation (via description)	`batch_6a07b6bb60088190b3473ff2bf7cfde1`	completed	May 16, 2026, 12:13 a.m.

Created at: April 10, 2026, 1:47 p.m.