Triple

T5101327
Position Surface form Disambiguated ID Type / Status
Subject Oracle Projects E114985 entity
Predicate integratesWith P1075 FINISHED
Object Oracle Time and Labor
Oracle Time and Labor is an Oracle application module for capturing, managing, and validating employee time and attendance data to support payroll, project costing, and compliance.
 E494463 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 Time and Labor | Statement: [Oracle Projects, integratesWith, Oracle Time and Labor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oracle Time and Labor
Context triple: [Oracle Projects, integratesWith, Oracle Time and Labor]
  • A. Oracle Payroll
    Oracle Payroll is an enterprise payroll management application within Oracle’s business software ecosystem that automates payroll processing, compliance, and reporting for organizations.
  • B. Workday
    Workday is a cloud-based enterprise software company best known for its human capital management and financial management applications used by large organizations worldwide.
  • C. Paylocity
    Paylocity is a U.S.-based provider of cloud payroll and human capital management software solutions for businesses.
  • 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. PeopleSoft
    PeopleSoft is an enterprise software company best known for its human resources and financial management applications, later integrated into Oracle’s product portfolio.
  • 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 Time and Labor
Triple: [Oracle Projects, integratesWith, Oracle Time and Labor]
Generated description
Oracle Time and Labor is an Oracle application module for capturing, managing, and validating employee time and attendance data to support payroll, project costing, and compliance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oracle Time and Labor
Target entity description: Oracle Time and Labor is an Oracle application module for capturing, managing, and validating employee time and attendance data to support payroll, project costing, and compliance.
  • A. Oracle Payroll
    Oracle Payroll is an enterprise payroll management application within Oracle’s business software ecosystem that automates payroll processing, compliance, and reporting for organizations.
  • B. Workday
    Workday is a cloud-based enterprise software company best known for its human capital management and financial management applications used by large organizations worldwide.
  • C. Paylocity
    Paylocity is a U.S.-based provider of cloud payroll and human capital management software solutions for businesses.
  • 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. PeopleSoft
    PeopleSoft is an enterprise software company best known for its human resources and financial management applications, later integrated into Oracle’s product portfolio.
  • 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_69bd4440b3348190be1251fd8b7951f1 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7584ed408190a6d1086588f24faa completed March 20, 2026, 4:27 p.m.
NED1 Entity disambiguation (via context triple) batch_69beba8d24388190882b9933a2a798c4 completed March 21, 2026, 3:34 p.m.
NEDg Description generation batch_69bebbe7e8e081909814e97001f8cf89 completed March 21, 2026, 3:40 p.m.
NED2 Entity disambiguation (via description) batch_69bebd33f25c8190a5d9b78ef71847e3 completed March 21, 2026, 3:45 p.m.
Created at: March 20, 2026, 1:40 p.m.