Triple

T20006280

Position	Surface form	Disambiguated ID	Type / Status
Subject	Oracle Shipping Execution	`E494467`	entity
Predicate	integratesWith	`P1075`	FINISHED
Object	Oracle Warehouse Management Oracle Warehouse Management is an Oracle E-Business Suite application that manages and optimizes warehouse operations such as inventory control, picking, packing, and fulfillment within complex distribution environments.	`E1405921`	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 Warehouse Management | Statement: [Oracle Shipping Execution, integratesWith, Oracle Warehouse Management]

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

Target entity: Oracle Warehouse Management
Context triple: [Oracle Shipping Execution, integratesWith, Oracle Warehouse Management]

A. Oracle Inventory
Oracle Inventory is an Oracle E-Business Suite module that manages and tracks an organization’s stock, material transactions, and warehouse operations across the supply chain.
B. Oracle E-Business Suite
Oracle E-Business Suite is an integrated suite of enterprise resource planning (ERP), customer relationship management (CRM), and supply chain management (SCM) applications designed to support and automate core business processes.
C. Oracle Order Management
Oracle Order Management is a module within Oracle E-Business Suite that manages the entire order-to-cash process, from order entry and pricing to fulfillment and invoicing.
D. Oracle iStore
Oracle iStore is an Oracle E-Business Suite module that provides a web-based, self-service e-commerce storefront for online product catalog browsing, ordering, and customer account management.
E. 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.
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 Warehouse Management
Triple: [Oracle Shipping Execution, integratesWith, Oracle Warehouse Management]

Generated description

Oracle Warehouse Management is an Oracle E-Business Suite application that manages and optimizes warehouse operations such as inventory control, picking, packing, and fulfillment within complex distribution environments.

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

Target entity: Oracle Warehouse Management
Target entity description: Oracle Warehouse Management is an Oracle E-Business Suite application that manages and optimizes warehouse operations such as inventory control, picking, packing, and fulfillment within complex distribution environments.

A. Oracle Inventory
Oracle Inventory is an Oracle E-Business Suite module that manages and tracks an organization’s stock, material transactions, and warehouse operations across the supply chain.
B. Oracle E-Business Suite
Oracle E-Business Suite is an integrated suite of enterprise resource planning (ERP), customer relationship management (CRM), and supply chain management (SCM) applications designed to support and automate core business processes.
C. Oracle Order Management
Oracle Order Management is a module within Oracle E-Business Suite that manages the entire order-to-cash process, from order entry and pricing to fulfillment and invoicing.
D. Oracle iStore
Oracle iStore is an Oracle E-Business Suite module that provides a web-based, self-service e-commerce storefront for online product catalog browsing, ordering, and customer account management.
E. 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.
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.