Triple

T577478
Position Surface form Disambiguated ID Type / Status
Subject Hellman & Friedman E13786 entity
Predicate notableInvestment P3488 FINISHED
Object TeamSystem
TeamSystem is an Italian software company specializing in business management and accounting solutions for small and medium-sized enterprises.
 E72306 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: TeamSystem | Statement: [Hellman & Friedman, notableInvestment, TeamSystem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TeamSystem
Context triple: [Hellman & Friedman, notableInvestment, TeamSystem]
  • A. Microsoft Teams
    Microsoft Teams is a collaboration and communication platform by Microsoft that provides chat, video conferencing, file sharing, and integration with other Microsoft 365 services for teams and organizations.
  • B. Teams
    Teams is Microsoft's cloud-based collaboration and communication platform that integrates chat, video meetings, file sharing, and app integrations for organizations.
  • C. Yammer
    Yammer is an enterprise social networking service that enables employees within an organization to communicate, collaborate, and share information in a secure, Facebook-like environment.
  • D. Enterprise Hub
    Enterprise Hub is a Royal Academy of Engineering initiative that supports and accelerates UK engineering and technology entrepreneurs through funding, mentoring, and business development resources.
  • E. Qsuite
    Qsuite is Qatar Airways’ premium business-class suite product featuring enclosed seats with doors, lie-flat beds, and customizable configurations for enhanced privacy and comfort.
  • 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: TeamSystem
Triple: [Hellman & Friedman, notableInvestment, TeamSystem]
Generated description
TeamSystem is an Italian software company specializing in business management and accounting solutions for small and medium-sized enterprises.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TeamSystem
Target entity description: TeamSystem is an Italian software company specializing in business management and accounting solutions for small and medium-sized enterprises.
  • A. Microsoft Teams
    Microsoft Teams is a collaboration and communication platform by Microsoft that provides chat, video conferencing, file sharing, and integration with other Microsoft 365 services for teams and organizations.
  • B. Teams
    Teams is Microsoft's cloud-based collaboration and communication platform that integrates chat, video meetings, file sharing, and app integrations for organizations.
  • C. Yammer
    Yammer is an enterprise social networking service that enables employees within an organization to communicate, collaborate, and share information in a secure, Facebook-like environment.
  • D. Enterprise Hub
    Enterprise Hub is a Royal Academy of Engineering initiative that supports and accelerates UK engineering and technology entrepreneurs through funding, mentoring, and business development resources.
  • E. Qsuite
    Qsuite is Qatar Airways’ premium business-class suite product featuring enclosed seats with doors, lie-flat beds, and customizable configurations for enhanced privacy and comfort.
  • 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_69a4933fa4d88190a7949cc83c08c5c1 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49d2a5f5481908bb9a71ff0f534d4 completed March 1, 2026, 8:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69a501bfb6408190bf7e1f462f39723d completed March 2, 2026, 3:19 a.m.
NEDg Description generation batch_69a5026c35408190ab22dab86c673e0f completed March 2, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69a5063ad6b481909537a97e6a81eaa4 completed March 2, 2026, 3:38 a.m.
Created at: March 1, 2026, 7:33 p.m.