Triple
T5101380
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oracle Order Management |
E114986
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
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.
|
E494470
|
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 Workflow | Statement: [Oracle Order Management, integratesWith, Oracle Workflow]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oracle Workflow Context triple: [Oracle Order Management, integratesWith, Oracle Workflow]
-
A.
Oracle Projects
Oracle Projects is a project management and accounting application within Oracle E-Business Suite that supports planning, tracking, costing, and billing of projects.
-
B.
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.
-
C.
Oracle Fusion Applications
Oracle Fusion Applications is a suite of cloud-based enterprise business applications that integrates ERP, HCM, CRM, and other functions on a unified platform.
-
D.
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.
-
E.
Oracle Data Flow
Oracle Data Flow is a fully managed, serverless Apache Spark service on Oracle Cloud Infrastructure for running large-scale data processing and analytics workloads without managing infrastructure.
- 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 Workflow Triple: [Oracle Order Management, integratesWith, Oracle Workflow]
Generated description
Oracle Workflow is a business process management tool from Oracle that automates and controls complex workflows and approvals across Oracle E-Business Suite applications.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oracle Workflow Target entity description: Oracle Workflow is a business process management tool from Oracle that automates and controls complex workflows and approvals across Oracle E-Business Suite applications.
-
A.
Oracle Projects
Oracle Projects is a project management and accounting application within Oracle E-Business Suite that supports planning, tracking, costing, and billing of projects.
-
B.
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.
-
C.
Oracle Fusion Applications
Oracle Fusion Applications is a suite of cloud-based enterprise business applications that integrates ERP, HCM, CRM, and other functions on a unified platform.
-
D.
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.
-
E.
Oracle Data Flow
Oracle Data Flow is a fully managed, serverless Apache Spark service on Oracle Cloud Infrastructure for running large-scale data processing and analytics workloads without managing infrastructure.
- 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_69bd4440b3348190be1251fd8b7951f1 |
completed | March 20, 2026, 12:57 p.m. |
| NER | Named-entity recognition | batch_69bd7584ed408190a6d1086588f24faa |
completed | March 20, 2026, 4:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69beba8d24388190882b9933a2a798c4 |
completed | March 21, 2026, 3:34 p.m. |
| NEDg | Description generation | batch_69bebbe7e8e081909814e97001f8cf89 |
completed | March 21, 2026, 3:40 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bebd33f25c8190a5d9b78ef71847e3 |
completed | March 21, 2026, 3:45 p.m. |
Created at: March 20, 2026, 1:40 p.m.