Triple
T17558259
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oracle Forms |
E427637
|
entity |
| Predicate | integratesWith |
P1075
|
FINISHED |
| Object |
Oracle Application Server
Oracle Application Server is a middleware platform from Oracle that provides a Java EE-compliant environment for deploying and managing enterprise applications and web services.
|
E1275238
|
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 Server | Statement: [Oracle Forms, integratesWith, Oracle Application Server]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oracle Application Server Context triple: [Oracle Forms, integratesWith, Oracle Application Server]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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 Server Triple: [Oracle Forms, integratesWith, Oracle Application Server]
Generated description
Oracle Application Server is a middleware platform from Oracle that provides a Java EE-compliant environment for deploying and managing enterprise applications and web services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oracle Application Server Target entity description: Oracle Application Server is a middleware platform from Oracle that provides a Java EE-compliant environment for deploying and managing enterprise applications and web services.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
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.
-
E.
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.
- 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_69d889df6dc081908f67dbadc03c07ee |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e45624bfe08190991dc088394a5af4 |
completed | April 19, 2026, 4:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01d2948ae0819083b90516b11d2485 |
completed | May 11, 2026, 12:59 p.m. |
| NEDg | Description generation | batch_6a01d43430d481909b07d8ecc09a185f |
completed | May 11, 2026, 1:05 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01d4c609fc819089147744317d4be3 |
completed | May 11, 2026, 1:08 p.m. |
Created at: April 10, 2026, 5:50 a.m.