Triple

T14396025
Position Surface form Disambiguated ID Type / Status
Subject Kronos Incorporated E356950 entity
Predicate foundedBy P104 FINISHED
Object Mark S. Ain
Mark S. Ain is an American entrepreneur best known as the founder and longtime leader of Kronos Incorporated, a pioneering company in workforce management and timekeeping software.
 E1100574 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: Mark S. Ain | Statement: [Kronos Incorporated, foundedBy, Mark S. Ain]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Mark S. Ain
Context triple: [Kronos Incorporated, foundedBy, Mark S. Ain]
  • A. Martin A. Marks
    Martin A. Marks is an individual notable enough to be specifically cited as a distinguished bearer of the surname Marks.
  • B. Mark G. Mathis
    Mark G. Mathis is a film producer and production manager known for his work on independent and studio feature films.
  • C. Matthew Marks
    Matthew Marks is an influential American art dealer and gallerist known for representing prominent contemporary artists through his eponymous gallery.
  • D. Mark S. Springer
    Mark S. Springer is an American evolutionary biologist and mammalian systematist known for his influential work on the phylogeny and classification of placental mammals.
  • E. Michael E. Bakich
    Michael E. Bakich is an American astronomy writer, editor, and popularizer of observational astronomy, long associated with Astronomy magazine.
  • 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: Mark S. Ain
Triple: [Kronos Incorporated, foundedBy, Mark S. Ain]
Generated description
Mark S. Ain is an American entrepreneur best known as the founder and longtime leader of Kronos Incorporated, a pioneering company in workforce management and timekeeping software.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Mark S. Ain
Target entity description: Mark S. Ain is an American entrepreneur best known as the founder and longtime leader of Kronos Incorporated, a pioneering company in workforce management and timekeeping software.
  • A. Martin A. Marks
    Martin A. Marks is an individual notable enough to be specifically cited as a distinguished bearer of the surname Marks.
  • B. Mark G. Mathis
    Mark G. Mathis is a film producer and production manager known for his work on independent and studio feature films.
  • C. Matthew Marks
    Matthew Marks is an influential American art dealer and gallerist known for representing prominent contemporary artists through his eponymous gallery.
  • D. Mark S. Springer
    Mark S. Springer is an American evolutionary biologist and mammalian systematist known for his influential work on the phylogeny and classification of placental mammals.
  • E. Michael E. Bakich
    Michael E. Bakich is an American astronomy writer, editor, and popularizer of observational astronomy, long associated with Astronomy magazine.
  • 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_69fd648409f48190b099cd137879487e completed May 8, 2026, 4:20 a.m.
NEDg Description generation batch_69fd656083dc8190a3581239d46fa800 completed May 8, 2026, 4:24 a.m.
NED2 Entity disambiguation (via description) batch_69fd65ec59b48190b2bba9ca10d9abbb completed May 8, 2026, 4:26 a.m.
Created at: April 10, 2026, 1:17 a.m.