Triple

T22271264
Position Surface form Disambiguated ID Type / Status
Subject Talk 'N Text Tropang Texters E550480 entity
Predicate affiliatedBrand P10460 FINISHED
Object Talk 'N Text prepaid mobile service NE NERFINISHED

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: Talk 'N Text prepaid mobile service | Statement: [Talk 'N Text Tropang Texters, affiliatedBrand, Talk 'N Text prepaid mobile service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Talk 'N Text prepaid mobile service
Context triple: [Talk 'N Text Tropang Texters, affiliatedBrand, Talk 'N Text prepaid mobile service]
  • A. Talk 'N Text Tropang Texters
    Talk 'N Text Tropang Texters is a professional basketball team in the Philippine Basketball Association (PBA), known for its multiple championships and corporate backing by the PLDT group.
  • B. Smart Communications
    Smart Communications is a major Philippine telecommunications company providing mobile, internet, and digital communication services nationwide.
  • C. Mobily
    Mobily is a major Saudi Arabian telecommunications company providing mobile and internet services across the Kingdom.
  • D. Smart Telecom
    Smart Telecom is a Nepalese telecommunications company that operates as one of the country’s major mobile network providers.
  • E. T-Mo
    T-Mo is an American rapper best known as a member of the Atlanta hip hop group Goodie Mob and the larger Dungeon Family collective.
  • 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: Talk 'N Text prepaid mobile service
Target entity description: Talk 'N Text prepaid mobile service is a Philippine mobile telecommunications brand known for offering affordable call, text, and data services to budget-conscious consumers.
  • A. Talk 'N Text Tropang Texters
    Talk 'N Text Tropang Texters is a professional basketball team in the Philippine Basketball Association (PBA), known for its multiple championships and corporate backing by the PLDT group.
  • B. Smart Communications
    Smart Communications is a major Philippine telecommunications company providing mobile, internet, and digital communication services nationwide.
  • C. Mobily
    Mobily is a major Saudi Arabian telecommunications company providing mobile and internet services across the Kingdom.
  • D. Smart Telecom
    Smart Telecom is a Nepalese telecommunications company that operates as one of the country’s major mobile network providers.
  • E. T-Mo
    T-Mo is an American rapper best known as a member of the Atlanta hip hop group Goodie Mob and the larger Dungeon Family collective.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: affiliatedBrand
Context triple: [Talk 'N Text Tropang Texters, affiliatedBrand, Talk 'N Text prepaid mobile service]
  • A. associatedBrandCategory
    Indicates that a brand is linked to or classified under a particular product or service category.
  • B. relatedBrand chosen
    Indicates a relationship where one brand is associated with, connected to, or otherwise related to another brand.
  • C. associatedBrandCollection
    Indicates a relationship where one or more brands are grouped or linked together as part of a specific collection.
  • D. parentBrand
    Indicates that one brand is the overarching or owning brand from which another brand is derived or subordinated.
  • E. formedBrand
    Indicates that an entity created or established a particular brand as a distinct commercial or organizational identity.
  • F. None of above.

Provenance (3 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_69e11e43d8208190aff4f9cf7f2c2a8a completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f141c056cc819088dae6f2b9a1d526 completed April 28, 2026, 11:24 p.m.
PD Predicate disambiguation batch_69e72ff0363081909f794d19c8a64837 completed April 21, 2026, 8:06 a.m.
Created at: April 16, 2026, 8:40 p.m.