Triple
T17559476
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oracle Net Services |
E427661
|
entity |
| Predicate | usedBy |
P260
|
FINISHED |
| Object |
Oracle JDBC drivers
Oracle JDBC drivers are Java-based database connectivity components that enable applications to interact with Oracle databases using the standard JDBC API.
|
E1276156
|
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 JDBC drivers | Statement: [Oracle Net Services, usedBy, Oracle JDBC drivers]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Oracle JDBC drivers Context triple: [Oracle Net Services, usedBy, Oracle JDBC drivers]
-
A.
JDBC
JDBC (Java Database Connectivity) is a Java-based API that enables applications to connect to and interact with relational databases in a standardized way.
-
B.
Oracle Instant Client
Oracle Instant Client is a lightweight, installable set of Oracle Database client tools and libraries that enables applications and users to connect to and work with Oracle databases without a full client installation.
-
C.
java.sql
java.sql is a core Java SE package that provides the standard APIs for accessing and manipulating relational databases using SQL.
-
D.
Oracle SQL Developer
Oracle SQL Developer is a free, integrated development environment from Oracle for designing, developing, and managing Oracle databases using SQL and PL/SQL.
-
E.
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.
- 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 JDBC drivers Triple: [Oracle Net Services, usedBy, Oracle JDBC drivers]
Generated description
Oracle JDBC drivers are Java-based database connectivity components that enable applications to interact with Oracle databases using the standard JDBC API.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Oracle JDBC drivers Target entity description: Oracle JDBC drivers are Java-based database connectivity components that enable applications to interact with Oracle databases using the standard JDBC API.
-
A.
JDBC
JDBC (Java Database Connectivity) is a Java-based API that enables applications to connect to and interact with relational databases in a standardized way.
-
B.
Oracle Instant Client
Oracle Instant Client is a lightweight, installable set of Oracle Database client tools and libraries that enables applications and users to connect to and work with Oracle databases without a full client installation.
-
C.
java.sql
java.sql is a core Java SE package that provides the standard APIs for accessing and manipulating relational databases using SQL.
-
D.
Oracle SQL Developer
Oracle SQL Developer is a free, integrated development environment from Oracle for designing, developing, and managing Oracle databases using SQL and PL/SQL.
-
E.
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.
- 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_69d889e0385081908a04b66f4dd4bd0d |
completed | April 10, 2026, 5:25 a.m. |
| NER | Named-entity recognition | batch_69e4562573e48190a19f30fe915a5455 |
completed | April 19, 2026, 4:12 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a01dde252e08190bd8dbf8ba33927b7 |
completed | May 11, 2026, 1:47 p.m. |
| NEDg | Description generation | batch_6a01dec5eab081909fce130918af78fc |
completed | May 11, 2026, 1:51 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a01df1aa7288190be05d05675aa6c80 |
completed | May 11, 2026, 1:52 p.m. |
Created at: April 10, 2026, 5:50 a.m.