Triple
T4278565
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PL/SQL |
E97097
|
entity |
| Predicate | supportsExecutionEnvironment |
P11908
|
FINISHED |
| Object |
Oracle Application Express
Oracle Application Express (APEX) is a low-code web application development framework for building scalable, database-driven applications on Oracle Database.
|
E427639
|
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 Application Express | Statement: [PL/SQL, supportsExecutionEnvironment, Oracle Application Express]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oracle Application Express Context triple: [PL/SQL, supportsExecutionEnvironment, Oracle Application Express]
-
A.
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.
-
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 Database
Oracle Database is a widely used enterprise relational database management system known for its scalability, reliability, and robust support for complex data workloads.
-
D.
Oracle WebCenter Portal
Oracle WebCenter Portal is an enterprise portal and user experience platform from Oracle that provides tools for building, integrating, and managing web-based business applications and content.
-
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 Application Express Triple: [PL/SQL, supportsExecutionEnvironment, Oracle Application Express]
Generated description
Oracle Application Express (APEX) is a low-code web application development framework for building scalable, database-driven applications on Oracle Database.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oracle Application Express Target entity description: Oracle Application Express (APEX) is a low-code web application development framework for building scalable, database-driven applications on Oracle Database.
-
A.
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.
-
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 Database
Oracle Database is a widely used enterprise relational database management system known for its scalability, reliability, and robust support for complex data workloads.
-
D.
Oracle WebCenter Portal
Oracle WebCenter Portal is an enterprise portal and user experience platform from Oracle that provides tools for building, integrating, and managing web-based business applications and content.
-
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_69b34544be3c819084d1ab82d29f90c5 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b350201ac88190b9d8980da5f0d03d |
completed | March 12, 2026, 11:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b5b7b708b481908c1683741f84ee55 |
completed | March 14, 2026, 7:32 p.m. |
| NEDg | Description generation | batch_69b5bb84ed808190891f2a75296c11c6 |
completed | March 14, 2026, 7:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5bc392228819089fe64b55bb572cc |
completed | March 14, 2026, 7:51 p.m. |
Created at: March 12, 2026, 11:07 p.m.