Triple
T994368
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oracle Fusion Applications |
E21462
|
entity |
| Predicate | technologyStack |
P21680
|
FINISHED |
| Object |
Oracle ADF
Oracle ADF (Application Development Framework) is Oracle’s Java-based enterprise application framework used to rapidly build, customize, and deploy rich, data-driven business applications, particularly within the Oracle ecosystem.
|
E117042
|
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 ADF | Statement: [Oracle Fusion Applications, technologyStack, Oracle ADF]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oracle ADF Context triple: [Oracle Fusion Applications, technologyStack, Oracle ADF]
-
A.
Oracle Fusion Middleware
Oracle Fusion Middleware is a comprehensive suite of software products that provides a platform for developing, deploying, and managing enterprise applications, integration, and business services.
-
B.
Oracle WebLogic Server
Oracle WebLogic Server is a Java EE application server platform used to develop, deploy, and run enterprise-level web applications and services.
-
C.
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.
-
D.
Oracle TopLink
Oracle TopLink is an object-relational mapping (ORM) and persistence framework from Oracle that simplifies mapping Java objects to relational databases in enterprise applications.
-
E.
Oracle Web Tier
Oracle Web Tier is a component of Oracle’s middleware stack that provides web server, proxy, and load-balancing capabilities for delivering Java EE and web 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 ADF Triple: [Oracle Fusion Applications, technologyStack, Oracle ADF]
Generated description
Oracle ADF (Application Development Framework) is Oracle’s Java-based enterprise application framework used to rapidly build, customize, and deploy rich, data-driven business applications, particularly within the Oracle ecosystem.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oracle ADF Target entity description: Oracle ADF (Application Development Framework) is Oracle’s Java-based enterprise application framework used to rapidly build, customize, and deploy rich, data-driven business applications, particularly within the Oracle ecosystem.
-
A.
Oracle Fusion Middleware
Oracle Fusion Middleware is a comprehensive suite of software products that provides a platform for developing, deploying, and managing enterprise applications, integration, and business services.
-
B.
Oracle WebLogic Server
Oracle WebLogic Server is a Java EE application server platform used to develop, deploy, and run enterprise-level web applications and services.
-
C.
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.
-
D.
Oracle TopLink
Oracle TopLink is an object-relational mapping (ORM) and persistence framework from Oracle that simplifies mapping Java objects to relational databases in enterprise applications.
-
E.
Oracle Web Tier
Oracle Web Tier is a component of Oracle’s middleware stack that provides web server, proxy, and load-balancing capabilities for delivering Java EE and web 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_69a493c476b48190b41fc5e793171cc6 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b7570b388190ada9693935792a58 |
completed | March 1, 2026, 10:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac25919bcc8190886f19405536681b |
completed | March 7, 2026, 1:18 p.m. |
| NEDg | Description generation | batch_69ac269b2054819081e17a1c13068c1b |
completed | March 7, 2026, 1:22 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac26f947d481908ab1b7115cf9dee7 |
completed | March 7, 2026, 1:24 p.m. |
Created at: March 1, 2026, 7:41 p.m.