Triple

T3429786
Position Surface form Disambiguated ID Type / Status
Subject Ultimate Software E72308 entity
Predicate mergedWith P77 FINISHED
Object Kronos Incorporated
Kronos Incorporated was a workforce management and human capital management software company best known for its timekeeping, scheduling, and HR solutions used by organizations worldwide.
 E356950 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 Incorporated | Statement: [Ultimate Software, mergedWith, Kronos Incorporated]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kronos Incorporated
Context triple: [Ultimate Software, mergedWith, Kronos Incorporated]
  • A. Cybus Industries
    Cybus Industries is a powerful fictional technology conglomerate in the Doctor Who universe, best known for creating an alternate-universe version of the Cybermen.
  • B. Hercules Inc.
    Hercules Inc. was a major American chemical manufacturing company known for producing a wide range of industrial and military chemicals, including controversial defoliants used during the Vietnam War.
  • C. Marcus Corporation
    Marcus Corporation is a U.S.-based company best known for its movie theatre and hospitality businesses, including operating cinema chains and hotels.
  • D. Vulcan Inc.
    Vulcan Inc. is a private company founded by Microsoft co-founder Paul Allen that manages his business, real estate, sports, and philanthropic ventures.
  • E. Saturn Corporation
    Saturn Corporation was a former General Motors automobile brand created in the 1980s to compete with Japanese imports, known for its small cars and distinctive no-haggle sales model.
  • 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 Incorporated
Triple: [Ultimate Software, mergedWith, Kronos Incorporated]
Generated description
Kronos Incorporated was a workforce management and human capital management software company best known for its timekeeping, scheduling, and HR solutions used by organizations worldwide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kronos Incorporated
Target entity description: Kronos Incorporated was a workforce management and human capital management software company best known for its timekeeping, scheduling, and HR solutions used by organizations worldwide.
  • A. Cybus Industries
    Cybus Industries is a powerful fictional technology conglomerate in the Doctor Who universe, best known for creating an alternate-universe version of the Cybermen.
  • B. Hercules Inc.
    Hercules Inc. was a major American chemical manufacturing company known for producing a wide range of industrial and military chemicals, including controversial defoliants used during the Vietnam War.
  • C. Marcus Corporation
    Marcus Corporation is a U.S.-based company best known for its movie theatre and hospitality businesses, including operating cinema chains and hotels.
  • D. Vulcan Inc.
    Vulcan Inc. is a private company founded by Microsoft co-founder Paul Allen that manages his business, real estate, sports, and philanthropic ventures.
  • E. Saturn Corporation
    Saturn Corporation was a former General Motors automobile brand created in the 1980s to compete with Japanese imports, known for its small cars and distinctive no-haggle sales model.
  • 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_69ad85ae14308190bcbc25cfa0246c0b completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb9bd61908190a7bdd01f24334fc3 completed March 8, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69b3547b1b3481909646bf36e8461ff4 completed March 13, 2026, 12:04 a.m.
NEDg Description generation batch_69b35547a9a881909d754625806cff2a completed March 13, 2026, 12:07 a.m.
NED2 Entity disambiguation (via description) batch_69b355efa89c8190bf9b2eb3c41257b3 completed March 13, 2026, 12:10 a.m.
Created at: March 8, 2026, 3:15 p.m.