Triple

T5067202
Position Surface form Disambiguated ID Type / Status
Subject Oracle Web Tier E114172 entity
Predicate usedWith P4791 FINISHED
Object Oracle Forms and Reports
Oracle Forms and Reports is an Oracle development and deployment platform for building, running, and printing data-intensive enterprise applications based on Oracle databases.
 E427637 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 Forms and Reports | Statement: [Oracle Web Tier, usedWith, Oracle Forms and Reports]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oracle Forms and Reports
Context triple: [Oracle Web Tier, usedWith, Oracle Forms and Reports]
  • A. Oracle Forms
    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 E-Business Suite
    Oracle E-Business Suite is an integrated suite of enterprise resource planning (ERP), customer relationship management (CRM), and supply chain management (SCM) applications designed to support and automate core business processes.
  • E. 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.
  • 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 Forms and Reports
Triple: [Oracle Web Tier, usedWith, Oracle Forms and Reports]
Generated description
Oracle Forms and Reports is an Oracle development and deployment platform for building, running, and printing data-intensive enterprise applications based on Oracle databases.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oracle Forms and Reports
Target entity description: Oracle Forms and Reports is an Oracle development and deployment platform for building, running, and printing data-intensive enterprise applications based on Oracle databases.
  • 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 E-Business Suite
    Oracle E-Business Suite is an integrated suite of enterprise resource planning (ERP), customer relationship management (CRM), and supply chain management (SCM) applications designed to support and automate core business processes.
  • E. 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.
  • 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_69bd443c0c8c81908663b77afb28e165 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd749bf69c819093e75dce56f1c0ab completed March 20, 2026, 4:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69bea49d917081909ead17eed3f8af90 completed March 21, 2026, 2:01 p.m.
NEDg Description generation batch_69bea525d9088190b0b655687dd27630 completed March 21, 2026, 2:03 p.m.
NED2 Entity disambiguation (via description) batch_69bea594850881909cd683670b63a079 completed March 21, 2026, 2:05 p.m.
Created at: March 20, 2026, 1:38 p.m.