Triple

T3458287
Position Surface form Disambiguated ID Type / Status
Subject Liberty Global E72959 entity
Predicate parentCompanyOf P254 FINISHED
Object Telenet Group
Telenet Group is a major Belgian telecommunications and entertainment provider offering services such as broadband internet, television, and mobile telephony.
 E359846 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: Telenet Group | Statement: [Liberty Global, parentCompanyOf, Telenet Group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Telenet Group
Context triple: [Liberty Global, parentCompanyOf, Telenet Group]
  • A. Deutsche Telekom
    Deutsche Telekom is a major German telecommunications company and one of the largest telecom providers in Europe, offering mobile, fixed-line, and internet services worldwide.
  • B. Liberty Global
    Liberty Global is a multinational telecommunications and television company that operates cable, broadband, and media services across Europe and other regions.
  • C. Altice NV
    Altice NV is a multinational telecommunications and cable company that expanded its presence in the U.S. and Europe through major acquisitions in the broadband, pay-TV, and mobile markets.
  • D. Northwestel
    Northwestel is a Canadian telecommunications company that provides phone, internet, and related services to northern communities, including in the Yukon, Northwest Territories, Nunavut, and northern British Columbia.
  • E. Opal Telecom
    Opal Telecom was a UK-based telecommunications provider that became part of TalkTalk’s business services operations following its acquisition.
  • 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: Telenet Group
Triple: [Liberty Global, parentCompanyOf, Telenet Group]
Generated description
Telenet Group is a major Belgian telecommunications and entertainment provider offering services such as broadband internet, television, and mobile telephony.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Telenet Group
Target entity description: Telenet Group is a major Belgian telecommunications and entertainment provider offering services such as broadband internet, television, and mobile telephony.
  • A. Deutsche Telekom
    Deutsche Telekom is a major German telecommunications company and one of the largest telecom providers in Europe, offering mobile, fixed-line, and internet services worldwide.
  • B. Liberty Global
    Liberty Global is a multinational telecommunications and television company that operates cable, broadband, and media services across Europe and other regions.
  • C. Altice NV
    Altice NV is a multinational telecommunications and cable company that expanded its presence in the U.S. and Europe through major acquisitions in the broadband, pay-TV, and mobile markets.
  • D. Northwestel
    Northwestel is a Canadian telecommunications company that provides phone, internet, and related services to northern communities, including in the Yukon, Northwest Territories, Nunavut, and northern British Columbia.
  • E. Opal Telecom
    Opal Telecom was a UK-based telecommunications provider that became part of TalkTalk’s business services operations following its acquisition.
  • 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_69ad85b12a908190a1d10a6b03b4f8ae completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adbae36e748190bf20fd3c6de22e19 completed March 8, 2026, 6:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69b36104a1048190b6fa9f552786a85a completed March 13, 2026, 12:57 a.m.
NEDg Description generation batch_69b364c6c2f881909b72a78123cd445d completed March 13, 2026, 1:13 a.m.
NED2 Entity disambiguation (via description) batch_69b365328b188190b44d8690eaa5b12e completed March 13, 2026, 1:15 a.m.
Created at: March 8, 2026, 3:16 p.m.