Triple

T7426191
Position Surface form Disambiguated ID Type / Status
Subject Chaleo Yoovidhya E171373 entity
Predicate ForbesList P73588 FINISHED
Object World's Billionaires E161676 NE FINISHED

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: World's Billionaires | Statement: [Chaleo Yoovidhya, ForbesList, World's Billionaires]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: World's Billionaires
Context triple: [Chaleo Yoovidhya, ForbesList, World's Billionaires]
  • A. World’s Billionaires list chosen
    The World’s Billionaires list is Forbes magazine’s annual ranking of the world’s wealthiest individuals, detailing their net worth and sources of wealth.
  • B. Forbes Real-Time Billionaires list
    The Forbes Real-Time Billionaires list is a continuously updated ranking that tracks and displays changes in the net worth of the world’s wealthiest individuals as global markets move.
  • C. Forbes Global 2000 list
    The Forbes Global 2000 list is an annual ranking by Forbes magazine that identifies and ranks the world’s largest publicly traded companies based on a composite score of revenues, profits, assets, and market value.
  • D. Global 100
    Global 100 is a ranking of the world’s largest and most prestigious law firms, typically ordered by metrics such as revenue and international reach.
  • E. Forbes
    Forbes is a global media company best known for its business magazine that ranks and profiles the world’s wealthiest individuals, companies, and influential leaders.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: ForbesList
Context triple: [Chaleo Yoovidhya, ForbesList, World's Billionaires]
  • A. notableForbesListing chosen
    Indicates that an entity has been recognized or included in a notable Forbes magazine list or ranking.
  • B. wealthRanking
    Indicates the relative ordering of entities based on their level of wealth or financial resources.
  • C. managesWealthFor
    Indicates that one entity is responsible for overseeing, controlling, or administering the financial assets or wealth of another entity.
  • D. notableInvestor
    Indicates that an entity is a significant or prominent investor in another entity, typically by virtue of investment size, influence, or reputation.
  • E. netWorthStatus
    Indicates the financial standing or wealth level of an entity relative to defined net worth categories or thresholds.
  • F. None of above.

Provenance (4 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_69c68a625d048190af70eb8b63bec5a0 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f303eb988190ba9df7946fce1c86 completed March 27, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c81f09787c819090b8be24070a7105 completed March 28, 2026, 6:33 p.m.
PD Predicate disambiguation batch_69c6f03648d08190b862d07fef71210c completed March 27, 2026, 9:01 p.m.
Created at: March 27, 2026, 3:12 p.m.