Triple
T19092254
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Andy Lau |
E467315
|
entity |
| Predicate | founded |
P104
|
FINISHED |
| Object | Focus Group Holdings Limited |
—
|
NE NERFINISHED |
How this triple was built (3 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.
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 (2 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. |
Created at: April 10, 2026, 12:04 p.m.