Triple

T970099
Position Surface form Disambiguated ID Type / Status
Subject Oracle E-Business Suite E20925 entity
Predicate component P35 FINISHED
Object Oracle Human Resources
Oracle Human Resources is an HR management application within Oracle E-Business Suite that supports core human resources processes such as employee data management, payroll, and workforce administration.
 E20925 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 Human Resources | Statement: [Oracle E-Business Suite, component, Oracle Human Resources]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oracle Human Resources
Context triple: [Oracle E-Business Suite, component, Oracle Human Resources]
  • A. 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.
  • B. Oracle Fusion Applications
    Oracle Fusion Applications is a suite of cloud-based enterprise business applications that integrates ERP, HCM, CRM, and other functions on a unified platform.
  • C. PeopleSoft
    PeopleSoft is an enterprise software company best known for its human resources and financial management applications, later integrated into Oracle’s product portfolio.
  • D. Oracle Corporation
    Oracle Corporation is a major American multinational technology company best known for its database software, cloud services, and enterprise software products.
  • E. HRM
    HRM is a common abbreviation for the Halifax Regional Municipality, the local government area encompassing the city of Halifax and surrounding communities in Nova Scotia, Canada.
  • 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 Human Resources
Triple: [Oracle E-Business Suite, component, Oracle Human Resources]
Generated description
Oracle Human Resources is an HR management application within Oracle E-Business Suite that supports core human resources processes such as employee data management, payroll, and workforce administration.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oracle Human Resources
Target entity description: Oracle Human Resources is an HR management application within Oracle E-Business Suite that supports core human resources processes such as employee data management, payroll, and workforce administration.
  • A. Oracle E-Business Suite chosen
    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.
  • B. Oracle Fusion Applications
    Oracle Fusion Applications is a suite of cloud-based enterprise business applications that integrates ERP, HCM, CRM, and other functions on a unified platform.
  • C. PeopleSoft
    PeopleSoft is an enterprise software company best known for its human resources and financial management applications, later integrated into Oracle’s product portfolio.
  • D. Oracle Corporation
    Oracle Corporation is a major American multinational technology company best known for its database software, cloud services, and enterprise software products.
  • E. HRM
    HRM is a common abbreviation for the Halifax Regional Municipality, the local government area encompassing the city of Halifax and surrounding communities in Nova Scotia, Canada.
  • 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_69a493b33d2c81909c52c369d3ca8436 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b4497d688190b59c3a195e377080 completed March 1, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac1707339081909c69c7c613eed383 completed March 7, 2026, 12:16 p.m.
NEDg Description generation batch_69ac1841a6188190bca3ab98eb169d47 completed March 7, 2026, 12:21 p.m.
NED2 Entity disambiguation (via description) batch_69ac18afee148190ac7431327588c31b completed March 7, 2026, 12:23 p.m.
Created at: March 1, 2026, 7:40 p.m.