Triple
T20006428
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oracle Workflow |
E494470
|
entity |
| Predicate | technologyStack |
P21680
|
FINISHED |
| Object | Oracle Forms |
—
|
NE NERFINISHED |
How this triple was built (2 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: [Oracle Workflow, technologyStack, Oracle Forms]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oracle Forms Context triple: [Oracle Workflow, technologyStack, Oracle Forms]
-
A.
Oracle Forms
chosen
Oracle Forms is a long-standing Oracle development tool for building and deploying data-intensive, form-based applications that run against Oracle databases.
-
B.
Oracle Application Express
Oracle Application Express (APEX) is a low-code web application development framework for building scalable, database-driven applications on Oracle Database.
-
C.
Oracle Reports
Oracle Reports is an Oracle tool for designing, generating, and publishing complex database reports, often integrated with PL/SQL-based applications.
-
D.
Oracle Developer Suite
Oracle Developer Suite is an integrated set of Oracle tools for building, deploying, and managing database-centric applications, including forms, reports, and business intelligence components.
-
E.
Oracle applications
Oracle applications are a suite of enterprise business software solutions from Oracle Corporation that support functions such as finance, supply chain, human resources, and customer relationship management.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69da626b2d748190886981ea90c8b2ea |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e661a57ef881909115c8aa232b1012 |
completed | April 20, 2026, 5:25 p.m. |
Created at: April 11, 2026, 3:33 p.m.