Triple

T14396052
Position Surface form Disambiguated ID Type / Status
Subject Kronos Incorporated E356950 entity
Predicate successor P78 FINISHED
Object UKG Inc.
UKG Inc. is a leading American workforce management and human capital management technology company formed by the merger of Kronos Incorporated and Ultimate Software.
 E1096593 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: UKG Inc. | Statement: [Kronos Incorporated, successor, UKG Inc.]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: UKG Inc.
Context triple: [Kronos Incorporated, successor, UKG Inc.]
  • A. United Company
    United Company was a prominent late 17th-century London theatre company formed by the merger of the King’s Company and the Duke’s Company, active during the Restoration period.
  • B. PlumpJack Group
    PlumpJack Group is a hospitality and lifestyle company known for its wineries, hotels, restaurants, and retail businesses, originally launched in San Francisco.
  • C. Ultra Enterprises Inc.
    Ultra Enterprises Inc. is the company behind the globally renowned Ultra Music Festival, a major electronic dance music event held in cities around the world.
  • D. Kiwi Enterprises
    Kiwi Enterprises was a software company best known for its network management and logging tools before being acquired by SolarWinds.
  • E. Animikie Group
    The Animikie Group is a sequence of Precambrian sedimentary and volcanic rocks in the Lake Superior region, notable for hosting major banded iron formations that underpin Minnesota’s Iron Range.
  • 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: UKG Inc.
Triple: [Kronos Incorporated, successor, UKG Inc.]
Generated description
UKG Inc. is a leading American workforce management and human capital management technology company formed by the merger of Kronos Incorporated and Ultimate Software.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: UKG Inc.
Target entity description: UKG Inc. is a leading American workforce management and human capital management technology company formed by the merger of Kronos Incorporated and Ultimate Software.
  • A. United Company
    United Company was a prominent late 17th-century London theatre company formed by the merger of the King’s Company and the Duke’s Company, active during the Restoration period.
  • B. PlumpJack Group
    PlumpJack Group is a hospitality and lifestyle company known for its wineries, hotels, restaurants, and retail businesses, originally launched in San Francisco.
  • C. Ultra Enterprises Inc.
    Ultra Enterprises Inc. is the company behind the globally renowned Ultra Music Festival, a major electronic dance music event held in cities around the world.
  • D. Kiwi Enterprises
    Kiwi Enterprises was a software company best known for its network management and logging tools before being acquired by SolarWinds.
  • E. Animikie Group
    The Animikie Group is a sequence of Precambrian sedimentary and volcanic rocks in the Lake Superior region, notable for hosting major banded iron formations that underpin Minnesota’s Iron Range.
  • 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_69fd551cbdb08190a9ea53e607f2555b completed May 8, 2026, 3:14 a.m.
NEDg Description generation batch_69fd55d90ed08190b6a0184715f39ff4 completed May 8, 2026, 3:17 a.m.
NED2 Entity disambiguation (via description) batch_69fd565d32fc8190acc1e733537a23cb completed May 8, 2026, 3:19 a.m.
Created at: April 10, 2026, 1:17 a.m.