Triple

T5101436
Position Surface form Disambiguated ID Type / Status
Subject Oracle Payroll E114987 entity
Predicate integratesWith P1075 FINISHED
Object Oracle Absence Management
Oracle Absence Management is a cloud-based HR solution that tracks and manages employee leave, attendance, and time-off policies within the Oracle HCM suite.
 E21462 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 Absence Management | Statement: [Oracle Payroll, integratesWith, Oracle Absence Management]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Oracle Absence Management
Context triple: [Oracle Payroll, integratesWith, Oracle Absence Management]
  • 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. HRMS
    HRMS is the commonly used abbreviation for Holly Ridge Middle School, an educational institution serving middle-grade students.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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 Absence Management
Triple: [Oracle Payroll, integratesWith, Oracle Absence Management]
Generated description
Oracle Absence Management is a cloud-based HR solution that tracks and manages employee leave, attendance, and time-off policies within the Oracle HCM suite.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Oracle Absence Management
Target entity description: Oracle Absence Management is a cloud-based HR solution that tracks and manages employee leave, attendance, and time-off policies within the Oracle HCM suite.
  • 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. HRMS
    HRMS is the commonly used abbreviation for Holly Ridge Middle School, an educational institution serving middle-grade students.
  • C. 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.
  • D. 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.
  • E. Oracle Fusion Applications chosen
    Oracle Fusion Applications is a suite of cloud-based enterprise business applications that integrates ERP, HCM, CRM, and other functions on a unified platform.
  • 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_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.