Triple

T3458285
Position Surface form Disambiguated ID Type / Status
Subject Liberty Global E72959 entity
Predicate tradedAs P2822 FINISHED
Object NASDAQ:LBTYK
NASDAQ:LBTYK is a class of Liberty Global plc’s publicly traded shares representing an interest in the multinational telecommunications and television company.
 E359845 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: NASDAQ:LBTYK | Statement: [Liberty Global, tradedAs, NASDAQ:LBTYK]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: NASDAQ:LBTYK
Context triple: [Liberty Global, tradedAs, NASDAQ:LBTYK]
  • A. OTC Markets Group
    OTC Markets Group is a U.S.-based financial market operator that runs electronic over-the-counter trading platforms for securities not listed on major stock exchanges.
  • B. BLK/MRKT Inc.
    BLK/MRKT Inc. is a creative agency and design studio co-founded by street artist Shepard Fairey, known for its work at the intersection of art, branding, and youth culture.
  • C. BRK.B
    BRK.B is the Class B common stock of Berkshire Hathaway Inc., the multinational conglomerate led by Warren Buffett.
  • D. NYSE:BTI
    NYSE:BTI refers to British American Tobacco p.l.c., one of the world’s largest multinational tobacco companies, known for producing and marketing cigarettes and other nicotine products.
  • E. LBC
    LBC is a leading UK-based national talk radio station known for its news, politics, and phone-in discussion programmes.
  • 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: NASDAQ:LBTYK
Triple: [Liberty Global, tradedAs, NASDAQ:LBTYK]
Generated description
NASDAQ:LBTYK is a class of Liberty Global plc’s publicly traded shares representing an interest in the multinational telecommunications and television company.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: NASDAQ:LBTYK
Target entity description: NASDAQ:LBTYK is a class of Liberty Global plc’s publicly traded shares representing an interest in the multinational telecommunications and television company.
  • A. OTC Markets Group
    OTC Markets Group is a U.S.-based financial market operator that runs electronic over-the-counter trading platforms for securities not listed on major stock exchanges.
  • B. BLK/MRKT Inc.
    BLK/MRKT Inc. is a creative agency and design studio co-founded by street artist Shepard Fairey, known for its work at the intersection of art, branding, and youth culture.
  • C. BRK.B
    BRK.B is the Class B common stock of Berkshire Hathaway Inc., the multinational conglomerate led by Warren Buffett.
  • D. NYSE:BTI
    NYSE:BTI refers to British American Tobacco p.l.c., one of the world’s largest multinational tobacco companies, known for producing and marketing cigarettes and other nicotine products.
  • E. LBC
    LBC is a leading UK-based national talk radio station known for its news, politics, and phone-in discussion programmes.
  • 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.