Triple
T5186456
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oracle ADF |
E117042
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
Oracle JDeveloper
Oracle JDeveloper is an integrated development environment (IDE) from Oracle designed for building Java-based, web, and enterprise applications, particularly those using Oracle technologies.
|
E501865
|
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 JDeveloper | Statement: [Oracle ADF, integratesWith, Oracle JDeveloper]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oracle JDeveloper Context triple: [Oracle ADF, integratesWith, Oracle JDeveloper]
-
A.
Oracle SQL Developer
Oracle SQL Developer is a free, integrated development environment from Oracle for designing, developing, and managing Oracle databases using SQL and PL/SQL.
-
B.
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.
-
C.
Oracle Application Express
Oracle Application Express (APEX) is a low-code web application development framework for building scalable, database-driven applications on Oracle Database.
-
D.
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.
-
E.
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.
- 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 JDeveloper Triple: [Oracle ADF, integratesWith, Oracle JDeveloper]
Generated description
Oracle JDeveloper is an integrated development environment (IDE) from Oracle designed for building Java-based, web, and enterprise applications, particularly those using Oracle technologies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oracle JDeveloper Target entity description: Oracle JDeveloper is an integrated development environment (IDE) from Oracle designed for building Java-based, web, and enterprise applications, particularly those using Oracle technologies.
-
A.
Oracle SQL Developer
Oracle SQL Developer is a free, integrated development environment from Oracle for designing, developing, and managing Oracle databases using SQL and PL/SQL.
-
B.
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.
-
C.
Oracle Application Express
Oracle Application Express (APEX) is a low-code web application development framework for building scalable, database-driven applications on Oracle Database.
-
D.
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.
-
E.
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.
- 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_69bd44620ff48190bcac01782107a397 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd79c3e9e08190848be4208b72f310 |
completed | March 20, 2026, 4:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bee08807748190ae8f34a6e8875c15 |
completed | March 21, 2026, 6:16 p.m. |
| NEDg | Description generation | batch_69bee66191dc8190847fe13f2cda0000 |
completed | March 21, 2026, 6:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bee6e8bbcc819094f5f04743eb4013 |
completed | March 21, 2026, 6:43 p.m. |
Created at: March 20, 2026, 1:46 p.m.