Triple

T14396036
Position Surface form Disambiguated ID Type / Status
Subject Kronos Incorporated E356950 entity
Predicate brand P1500 FINISHED
Object Kronos Workforce Ready
Kronos Workforce Ready is a cloud-based human capital management and workforce management suite designed to help organizations manage timekeeping, scheduling, HR, and payroll in a unified platform.
 E1098521 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: Kronos Workforce Ready | Statement: [Kronos Incorporated, brand, Kronos Workforce Ready]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kronos Workforce Ready
Context triple: [Kronos Incorporated, brand, Kronos Workforce Ready]
  • A. UltiPro
    UltiPro is a cloud-based human capital management (HCM) and payroll software platform designed to help organizations manage HR, talent, time, and compensation processes.
  • B. 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.
  • C. Square Payroll
    Square Payroll is a cloud-based payroll service designed for small and medium-sized businesses to manage employee and contractor payments, tax filings, and compliance.
  • 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. Paylocity
    Paylocity is a U.S.-based provider of cloud payroll and human capital management software solutions for businesses.
  • 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: Kronos Workforce Ready
Triple: [Kronos Incorporated, brand, Kronos Workforce Ready]
Generated description
Kronos Workforce Ready is a cloud-based human capital management and workforce management suite designed to help organizations manage timekeeping, scheduling, HR, and payroll in a unified platform.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kronos Workforce Ready
Target entity description: Kronos Workforce Ready is a cloud-based human capital management and workforce management suite designed to help organizations manage timekeeping, scheduling, HR, and payroll in a unified platform.
  • A. UltiPro
    UltiPro is a cloud-based human capital management (HCM) and payroll software platform designed to help organizations manage HR, talent, time, and compensation processes.
  • B. 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.
  • C. Square Payroll
    Square Payroll is a cloud-based payroll service designed for small and medium-sized businesses to manage employee and contractor payments, tax filings, and compliance.
  • 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. Paylocity
    Paylocity is a U.S.-based provider of cloud payroll and human capital management software solutions for businesses.
  • 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_69d827927c988190ad98bb0360981783 completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de90826f908190b3969af9b7cf922f completed April 14, 2026, 7:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5bc424f88190ab3a1c1aec61cb40 completed May 8, 2026, 3:43 a.m.
NEDg Description generation batch_69fd5cf4dedc81908988f13f0fc9f510 completed May 8, 2026, 3:48 a.m.
NED2 Entity disambiguation (via description) batch_69fd5dcf151c8190959b3240813a1d71 completed May 8, 2026, 3:51 a.m.
Created at: April 10, 2026, 1:17 a.m.