Triple

T20006460

Position	Surface form	Disambiguated ID	Type / Status
Subject	Oracle Workflow	`E494470`	entity
Predicate	relatedTo	`P37`	FINISHED
Object	Oracle Approvals Management (AME) Oracle Approvals Management (AME) is an Oracle E-Business Suite rules engine that enables flexible, configurable approval workflows for business transactions such as purchasing, expenses, and HR actions.	`E1405929`	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: Oracle Approvals Management (AME) | Statement: [Oracle Workflow, relatedTo, Oracle Approvals Management (AME)]

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

Target entity: Oracle Approvals Management (AME)
Context triple: [Oracle Workflow, relatedTo, Oracle Approvals Management (AME)]

A. Oracle Access Manager
Oracle Access Manager is an enterprise identity and access management solution from Oracle that provides centralized authentication, single sign-on, and authorization services for web and cloud applications.
B. Oracle Workflow
Oracle Workflow is a business process management tool from Oracle that automates and controls complex workflows and approvals across Oracle E-Business Suite applications.
C. Oracle iProcurement
Oracle iProcurement is a self-service web-based purchasing application that enables employees to create, manage, and track purchase requisitions within the Oracle E-Business Suite.
D. Oracle Assets
Oracle Assets is an Oracle E-Business Suite module that manages an organization’s fixed assets lifecycle, including capitalization, depreciation, and retirement, with tight integration to other Oracle financial and project accounting applications.
E. Oracle Adaptive Access Manager
Oracle Adaptive Access Manager is a security solution that provides risk-based, adaptive authentication and fraud prevention for web and enterprise applications within the Oracle Identity Management suite.
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: Oracle Approvals Management (AME)
Triple: [Oracle Workflow, relatedTo, Oracle Approvals Management (AME)]

Generated description

Oracle Approvals Management (AME) is an Oracle E-Business Suite rules engine that enables flexible, configurable approval workflows for business transactions such as purchasing, expenses, and HR actions.

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

Target entity: Oracle Approvals Management (AME)
Target entity description: Oracle Approvals Management (AME) is an Oracle E-Business Suite rules engine that enables flexible, configurable approval workflows for business transactions such as purchasing, expenses, and HR actions.

A. Oracle Access Manager
Oracle Access Manager is an enterprise identity and access management solution from Oracle that provides centralized authentication, single sign-on, and authorization services for web and cloud applications.
B. Oracle Workflow
Oracle Workflow is a business process management tool from Oracle that automates and controls complex workflows and approvals across Oracle E-Business Suite applications.
C. Oracle iProcurement
Oracle iProcurement is a self-service web-based purchasing application that enables employees to create, manage, and track purchase requisitions within the Oracle E-Business Suite.
D. Oracle Assets
Oracle Assets is an Oracle E-Business Suite module that manages an organization’s fixed assets lifecycle, including capitalization, depreciation, and retirement, with tight integration to other Oracle financial and project accounting applications.
E. Oracle Adaptive Access Manager
Oracle Adaptive Access Manager is a security solution that provides risk-based, adaptive authentication and fraud prevention for web and enterprise applications within the Oracle Identity Management suite.
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_69da626b2d748190886981ea90c8b2ea`	completed	April 11, 2026, 3:02 p.m.
NER	Named-entity recognition	`batch_69e661a57ef881909115c8aa232b1012`	completed	April 20, 2026, 5:25 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a08050fcc088190a839c529cda3f588`	completed	May 16, 2026, 5:47 a.m.
NEDg	Description generation	`batch_6a08061f6aa08190a7c8b4fc55ea1400`	completed	May 16, 2026, 5:52 a.m.
NED2	Entity disambiguation (via description)	`batch_6a080706231c819081499808132fad82`	completed	May 16, 2026, 5:56 a.m.

Created at: April 11, 2026, 3:33 p.m.