Triple

T19209304
Position Surface form Disambiguated ID Type / Status
Subject Automatic Data Processing E480315 entity
Predicate originalName P65 FINISHED
Object Automatic Payrolls, Inc.
Automatic Payrolls, Inc. was the original name of Automatic Data Processing, a major American provider of payroll and human capital management services.
 E1364899 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: Automatic Payrolls, Inc. | Statement: [Automatic Data Processing, originalName, Automatic Payrolls, Inc.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Automatic Payrolls, Inc.
Context triple: [Automatic Data Processing, originalName, Automatic Payrolls, Inc.]
  • A. Paycor, Inc.
    Paycor, Inc. is a U.S.-based provider of human capital management and payroll software solutions for small and midsize businesses.
  • B. Paychex
    Paychex is a leading American provider of payroll, human resources, and benefits outsourcing services for small to mid-sized businesses.
  • C. Paylocity
    Paylocity is a U.S.-based provider of cloud payroll and human capital management software solutions for businesses.
  • D. 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.
  • E. Paycom
    Paycom is a U.S.-based software company that provides cloud-based payroll and human capital management solutions to 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: Automatic Payrolls, Inc.
Triple: [Automatic Data Processing, originalName, Automatic Payrolls, Inc.]
Generated description
Automatic Payrolls, Inc. was the original name of Automatic Data Processing, a major American provider of payroll and human capital management services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Automatic Payrolls, Inc.
Target entity description: Automatic Payrolls, Inc. was the original name of Automatic Data Processing, a major American provider of payroll and human capital management services.
  • A. Paycor, Inc.
    Paycor, Inc. is a U.S.-based provider of human capital management and payroll software solutions for small and midsize businesses.
  • B. Paychex
    Paychex is a leading American provider of payroll, human resources, and benefits outsourcing services for small to mid-sized businesses.
  • C. Paylocity
    Paylocity is a U.S.-based provider of cloud payroll and human capital management software solutions for businesses.
  • D. 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.
  • E. Paycom
    Paycom is a U.S.-based software company that provides cloud-based payroll and human capital management solutions to 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_69d8e8cb8c348190b52075823911c869 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5f9a000188190afb762ea24bc3deb completed April 20, 2026, 10:02 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0700e4e994819080d6767be5e974a3 completed May 15, 2026, 11:17 a.m.
NEDg Description generation batch_6a07029b7580819090126480b5b1213f completed May 15, 2026, 11:25 a.m.
NED2 Entity disambiguation (via description) batch_6a07030deef08190a582bb6f956ef381 completed May 15, 2026, 11:27 a.m.
Created at: April 10, 2026, 1:20 p.m.