Triple

T19092254
Position Surface form Disambiguated ID Type / Status
Subject Andy Lau E467315 entity
Predicate founded P104 FINISHED
Object Focus Group Holdings Limited
Focus Group Holdings Limited is a Hong Kong-based entertainment and media company established by renowned actor and singer Andy Lau, involved in film production, artist management, and related ventures.
E1358027 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: Focus Group Holdings Limited | Statement: [Andy Lau, founded, Focus Group Holdings Limited]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Focus Group Holdings Limited
Context triple: [Andy Lau, founded, Focus Group Holdings Limited]
  • A. Seven Group Holdings
    Seven Group Holdings is an Australian diversified investment and operating company with major interests in media, industrial services, and energy.
  • B. West Group
    West Group was a major American legal publishing company best known for producing comprehensive case law reporters and legal research materials used by lawyers and courts.
  • C. Farquhar Group
    The Farquhar Group is a remote coral island group in the southern Seychelles, known for its atoll formations, rich marine biodiversity, and popularity among sport fishers and divers.
  • D. John Fairfax Holdings Limited
    John Fairfax Holdings Limited was a major Australian media company that owned prominent newspapers, magazines, and digital media assets before rebranding as Fairfax Media.
  • E. WB Group
    WB Group is a leading Polish defense technology company specializing in advanced military communications, unmanned systems, and battlefield management solutions.
  • 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: Focus Group Holdings Limited
Triple: [Andy Lau, founded, Focus Group Holdings Limited]
Generated description
Focus Group Holdings Limited is a Hong Kong-based entertainment and media company established by renowned actor and singer Andy Lau, involved in film production, artist management, and related ventures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Focus Group Holdings Limited
Target entity description: Focus Group Holdings Limited is a Hong Kong-based entertainment and media company established by renowned actor and singer Andy Lau, involved in film production, artist management, and related ventures.
  • A. Seven Group Holdings
    Seven Group Holdings is an Australian diversified investment and operating company with major interests in media, industrial services, and energy.
  • B. West Group
    West Group was a major American legal publishing company best known for producing comprehensive case law reporters and legal research materials used by lawyers and courts.
  • C. Farquhar Group
    The Farquhar Group is a remote coral island group in the southern Seychelles, known for its atoll formations, rich marine biodiversity, and popularity among sport fishers and divers.
  • D. John Fairfax Holdings Limited
    John Fairfax Holdings Limited was a major Australian media company that owned prominent newspapers, magazines, and digital media assets before rebranding as Fairfax Media.
  • E. WB Group
    WB Group is a leading Polish defense technology company specializing in advanced military communications, unmanned systems, and battlefield management solutions.
  • 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_69d8dd05ac4c8190b1967d8f97f3fb2f completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5e34c22a08190bf34f92f727268c5 completed April 20, 2026, 8:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05dd94ce2881909c7487971ddfe44d completed May 14, 2026, 2:35 p.m.
NEDg Description generation batch_6a05e0c9bf4c8190b748a768198d09d1 completed May 14, 2026, 2:48 p.m.
NED2 Entity disambiguation (via description) batch_6a05e147a9848190a3d0503fad7354b9 completed May 14, 2026, 2:50 p.m.
Created at: April 10, 2026, 12:04 p.m.