Triple

T17558722
Position Surface form Disambiguated ID Type / Status
Subject SQL*Plus E427645 entity
Predicate relatedTo P37 FINISHED
Object SQLcl
SQLcl is Oracle's modern command-line interface for working with Oracle Databases, offering enhanced scripting, formatting, and developer-friendly features beyond the traditional SQL*Plus tool.
 E1275258 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: SQLcl | Statement: [SQL*Plus, relatedTo, SQLcl]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: SQLcl
Context triple: [SQL*Plus, relatedTo, SQLcl]
  • A. 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.
  • B. 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.
  • C. PL/SQL
    PL/SQL is Oracle's proprietary procedural extension to SQL, used for writing stored procedures, functions, and complex database logic within Oracle Database.
  • D. Oracle Call Interface
    Oracle Call Interface is a low-level, C-based application programming interface that allows programs to interact directly and efficiently with Oracle databases for SQL execution and data manipulation.
  • E. SQL
    SQL (Structured Query Language) is a standardized programming language used to manage, query, and manipulate data in relational database management systems.
  • 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: SQLcl
Triple: [SQL*Plus, relatedTo, SQLcl]
Generated description
SQLcl is Oracle's modern command-line interface for working with Oracle Databases, offering enhanced scripting, formatting, and developer-friendly features beyond the traditional SQL*Plus tool.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: SQLcl
Target entity description: SQLcl is Oracle's modern command-line interface for working with Oracle Databases, offering enhanced scripting, formatting, and developer-friendly features beyond the traditional SQL*Plus tool.
  • A. 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.
  • B. 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.
  • C. PL/SQL
    PL/SQL is Oracle's proprietary procedural extension to SQL, used for writing stored procedures, functions, and complex database logic within Oracle Database.
  • D. Oracle Call Interface
    Oracle Call Interface is a low-level, C-based application programming interface that allows programs to interact directly and efficiently with Oracle databases for SQL execution and data manipulation.
  • E. SQL
    SQL (Structured Query Language) is a standardized programming language used to manage, query, and manipulate data in relational database management systems.
  • 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_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.