Triple
T4325422
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Flask-SQLAlchemy |
E96623
|
entity |
| Predicate | worksWith |
P398
|
FINISHED |
| Object | Oracle |
E17667
|
NE FINISHED |
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 | Statement: [Flask-SQLAlchemy, worksWith, Oracle]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oracle Context triple: [Flask-SQLAlchemy, worksWith, Oracle]
-
A.
Oracle Database
chosen
Oracle Database is a widely used enterprise relational database management system known for its scalability, reliability, and robust support for complex data workloads.
-
B.
Oracle Corporation
Oracle Corporation is a major American multinational technology company best known for its database software, cloud services, and enterprise software products.
-
C.
Oracle Net Services
Oracle Net Services is Oracle's networking layer that enables communication and data exchange between Oracle databases and client applications across distributed environments.
-
D.
Oracle Automatic Storage Management
Oracle Automatic Storage Management is an Oracle database feature that provides integrated volume management and file system capabilities to simplify and optimize storage management for Oracle databases.
-
E.
Oracle Application Express
Oracle Application Express (APEX) is a low-code web application development framework for building scalable, database-driven applications on Oracle Database.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69b34542fd908190b11b08faad8decfd |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3512ec18481908a7b5c29b3902b53 |
completed | March 12, 2026, 11:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b6373b66a481909f66ea8b8659d54a |
completed | March 15, 2026, 4:36 a.m. |
Created at: March 12, 2026, 11:13 p.m.