Triple

T5154640
Position Surface form Disambiguated ID Type / Status
Subject Oracle Autonomous Transaction Processing E116278 entity
Predicate supports P516 FINISHED
Object Oracle SQL Developer Web
Oracle SQL Developer Web is a browser-based interface for developing, managing, and querying Oracle databases without requiring a desktop client.
 E490092 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 SQL Developer Web | Statement: [Oracle Autonomous Transaction Processing, supports, Oracle SQL Developer Web]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oracle SQL Developer Web
Context triple: [Oracle Autonomous Transaction Processing, supports, Oracle SQL Developer Web]
  • A. 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.
  • 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 Access Gateway
    Oracle Access Gateway is a component of Oracle’s identity and access management suite that enables secure, policy-based access to protected applications and services across heterogeneous environments.
  • D. SQL*Plus
    SQL*Plus is Oracle's command-line tool for interacting with Oracle databases, allowing users to execute SQL and PL/SQL commands and perform administrative tasks.
  • E. 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.
  • 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 SQL Developer Web
Triple: [Oracle Autonomous Transaction Processing, supports, Oracle SQL Developer Web]
Generated description
Oracle SQL Developer Web is a browser-based interface for developing, managing, and querying Oracle databases without requiring a desktop client.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oracle SQL Developer Web
Target entity description: Oracle SQL Developer Web is a browser-based interface for developing, managing, and querying Oracle databases without requiring a desktop client.
  • A. Oracle SQL Developer chosen
    Oracle SQL Developer is a free, integrated development environment from Oracle for designing, developing, and managing Oracle databases using SQL and PL/SQL.
  • 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 Access Gateway
    Oracle Access Gateway is a component of Oracle’s identity and access management suite that enables secure, policy-based access to protected applications and services across heterogeneous environments.
  • D. SQL*Plus
    SQL*Plus is Oracle's command-line tool for interacting with Oracle databases, allowing users to execute SQL and PL/SQL commands and perform administrative tasks.
  • E. 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.
  • F. None of above.

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_69bd445d94788190b72e2cc563120995 completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd78ddb01081909457ff4208eac4d7 completed March 20, 2026, 4:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed00e333881908487be6958e5133c completed March 21, 2026, 5:06 p.m.
NEDg Description generation batch_69bed358a1248190b97227404b3f2b31 completed March 21, 2026, 5:20 p.m.
NED2 Entity disambiguation (via description) batch_69bed3c470e48190998cacf9c0b42448 completed March 21, 2026, 5:22 p.m.
Created at: March 20, 2026, 1:44 p.m.