Triple
T20006240
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oracle Inventory |
E494466
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
Oracle Cost Management
Oracle Cost Management is an Oracle E-Business Suite module that calculates, tracks, and analyzes product and inventory costs to support financial and operational decision-making.
|
E1405920
|
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 Cost Management | Statement: [Oracle Inventory, integratesWith, Oracle Cost Management]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oracle Cost Management Context triple: [Oracle Inventory, integratesWith, Oracle Cost Management]
-
A.
Azure Cost Management + Billing
Azure Cost Management + Billing is a set of Azure tools and services that help organizations monitor, analyze, and optimize their cloud spending and manage billing across subscriptions and accounts.
-
B.
AWS Budgets
AWS Budgets is an Amazon Web Services tool that lets users set custom cost and usage budgets, receive alerts, and track spending against financial targets in the cloud.
-
C.
AWS Cost Explorer
AWS Cost Explorer is a cloud cost management tool that helps users visualize, analyze, and optimize their AWS spending over time.
-
D.
Oracle Cloud Infrastructure Monitoring
Oracle Cloud Infrastructure Monitoring is a cloud-native service that collects, analyzes, and visualizes metrics and logs from Oracle Cloud resources and applications to support observability and operational insights.
-
E.
Oracle Cloud Infrastructure Audit
Oracle Cloud Infrastructure Audit is a cloud-native logging and monitoring service that records and tracks all API calls and activities within an OCI tenancy for security, compliance, and governance purposes.
- 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 Cost Management Triple: [Oracle Inventory, integratesWith, Oracle Cost Management]
Generated description
Oracle Cost Management is an Oracle E-Business Suite module that calculates, tracks, and analyzes product and inventory costs to support financial and operational decision-making.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oracle Cost Management Target entity description: Oracle Cost Management is an Oracle E-Business Suite module that calculates, tracks, and analyzes product and inventory costs to support financial and operational decision-making.
-
A.
Azure Cost Management + Billing
Azure Cost Management + Billing is a set of Azure tools and services that help organizations monitor, analyze, and optimize their cloud spending and manage billing across subscriptions and accounts.
-
B.
AWS Budgets
AWS Budgets is an Amazon Web Services tool that lets users set custom cost and usage budgets, receive alerts, and track spending against financial targets in the cloud.
-
C.
AWS Cost Explorer
AWS Cost Explorer is a cloud cost management tool that helps users visualize, analyze, and optimize their AWS spending over time.
-
D.
Oracle Cloud Infrastructure Monitoring
Oracle Cloud Infrastructure Monitoring is a cloud-native service that collects, analyzes, and visualizes metrics and logs from Oracle Cloud resources and applications to support observability and operational insights.
-
E.
Oracle Cloud Infrastructure Audit
Oracle Cloud Infrastructure Audit is a cloud-native logging and monitoring service that records and tracks all API calls and activities within an OCI tenancy for security, compliance, and governance purposes.
- 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.