Triple

T23119404
Position Surface form Disambiguated ID Type / Status
Subject Telephone and Data Systems E576848 entity
Predicate hasSubsidiary P254 FINISHED
Object TDS Telecom
TDS Telecom is a U.S.-based telecommunications company that provides broadband, TV, and phone services to residential and business customers, primarily in rural and suburban markets.
 E1570797 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: TDS Telecom | Statement: [Telephone and Data Systems, hasSubsidiary, TDS Telecom]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TDS Telecom
Context triple: [Telephone and Data Systems, hasSubsidiary, TDS Telecom]
  • A. SBC Communications
    SBC Communications was a major U.S. telecommunications company that grew through acquisitions and later rebranded as AT&T Inc.
  • B. Rogers Cable
    Rogers Cable is a major Canadian cable television and telecommunications provider offering TV, internet, and phone services, primarily in Ontario, New Brunswick, and Newfoundland.
  • C. Cincinnati Bell
    Cincinnati Bell is a regional telecommunications company based in Cincinnati, Ohio, providing phone, internet, and related services to residential and business customers.
  • D. Cox Communications
    Cox Communications is a major American telecommunications company that provides cable television, internet, and phone services to residential and business customers.
  • E. Suddenlink Communications
    Suddenlink Communications is a U.S.-based cable television and broadband internet provider that served residential and business customers, particularly in smaller and mid-sized markets.
  • 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: TDS Telecom
Triple: [Telephone and Data Systems, hasSubsidiary, TDS Telecom]
Generated description
TDS Telecom is a U.S.-based telecommunications company that provides broadband, TV, and phone services to residential and business customers, primarily in rural and suburban markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TDS Telecom
Target entity description: TDS Telecom is a U.S.-based telecommunications company that provides broadband, TV, and phone services to residential and business customers, primarily in rural and suburban markets.
  • A. SBC Communications
    SBC Communications was a major U.S. telecommunications company that grew through acquisitions and later rebranded as AT&T Inc.
  • B. Rogers Cable
    Rogers Cable is a major Canadian cable television and telecommunications provider offering TV, internet, and phone services, primarily in Ontario, New Brunswick, and Newfoundland.
  • C. Cincinnati Bell
    Cincinnati Bell is a regional telecommunications company based in Cincinnati, Ohio, providing phone, internet, and related services to residential and business customers.
  • D. Cox Communications
    Cox Communications is a major American telecommunications company that provides cable television, internet, and phone services to residential and business customers.
  • E. Suddenlink Communications
    Suddenlink Communications is a U.S.-based cable television and broadband internet provider that served residential and business customers, particularly in smaller and mid-sized markets.
  • 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_69e245f6c2e881909a228fdcfeb7c7d3 completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18e4ece5481908d05b4b1e6a07db3 completed April 29, 2026, 4:51 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c23ee9e3481909c5dd97ef5424396 completed May 19, 2026, 8:48 a.m.
NEDg Description generation batch_6a0c271e8a8c8190ba994f557f077288 completed May 19, 2026, 9:02 a.m.
NED2 Entity disambiguation (via description) batch_6a0c27d3befc8190bc7a3697bc0e817b completed May 19, 2026, 9:05 a.m.
Created at: April 17, 2026, 3:59 p.m.