Triple
T4278563
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | PL/SQL |
E97097
|
entity |
| Predicate | supportsExecutionEnvironment |
P11908
|
FINISHED |
| Object |
Oracle Forms
Oracle Forms is a long-standing Oracle development tool for building and deploying data-intensive, form-based applications that run against Oracle databases.
|
E427637
|
NE FINISHED |
How this triple was built (5 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 Forms | Statement: [PL/SQL, supportsExecutionEnvironment, Oracle Forms]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oracle Forms Context triple: [PL/SQL, supportsExecutionEnvironment, Oracle Forms]
-
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 Projects
Oracle Projects is a project management and accounting application within Oracle E-Business Suite that supports planning, tracking, costing, and billing of projects.
-
D.
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.
-
E.
PL/SQL
PL/SQL is Oracle's proprietary procedural extension to SQL, used for writing stored procedures, functions, and complex database logic within Oracle Database.
- 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 Forms Triple: [PL/SQL, supportsExecutionEnvironment, Oracle Forms]
Generated description
Oracle Forms is a long-standing Oracle development tool for building and deploying data-intensive, form-based applications that run against Oracle databases.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oracle Forms Target entity description: Oracle Forms is a long-standing Oracle development tool for building and deploying data-intensive, form-based applications that run against Oracle databases.
-
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 Projects
Oracle Projects is a project management and accounting application within Oracle E-Business Suite that supports planning, tracking, costing, and billing of projects.
-
D.
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.
-
E.
PL/SQL
PL/SQL is Oracle's proprietary procedural extension to SQL, used for writing stored procedures, functions, and complex database logic within Oracle Database.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: supportsExecutionEnvironment Context triple: [PL/SQL, supportsExecutionEnvironment, Oracle Forms]
-
A.
supportsEnvironment
chosen
Indicates that one entity provides the necessary conditions, compatibility, or resources for another entity to operate or exist within a particular environment.
-
B.
supportsOperationsIn
Indicates that one entity enables, facilitates, or backs the execution of operations within a specified context, area, or domain of another entity.
-
C.
supportsSoftwareEcosystem
Indicates that one entity provides resources, compatibility, or infrastructure that enables another entity’s software ecosystem to function, grow, or be maintained.
-
D.
supportedSystem
Indicates that one entity provides compatibility, functionality, or operational support for another system.
-
E.
supportsConfigurationFromEnv
Indicates that a component can obtain and apply its configuration settings directly from environment variables.
- F. None of above.
Provenance (6 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. |
| PD | Predicate disambiguation | batch_69b347faa45481908c19c29fb906dc92 |
completed | March 12, 2026, 11:10 p.m. |
Created at: March 12, 2026, 11:07 p.m.