Triple

T6400486
Position Surface form Disambiguated ID Type / Status
Subject Ralik dialect of Marshallese E144048 entity
Predicate countryOfficialLanguageVia P61045 FINISHED
Object Marshallese is an official language of the Marshall Islands E163769 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: Marshallese is an official language of the Marshall Islands | Statement: [Ralik dialect of Marshallese, countryOfficialLanguageVia, Marshallese is an official language of the Marshall Islands]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Marshallese is an official language of the Marshall Islands
Context triple: [Ralik dialect of Marshallese, countryOfficialLanguageVia, Marshallese is an official language of the Marshall Islands]
  • A. Ralik dialect of Marshallese
    The Ralik dialect of Marshallese is one of the two main regional varieties of the Marshallese language, traditionally spoken in the western Ralik Chain of the Marshall Islands.
  • B. Marshallese language chosen
    Marshallese is an Austronesian language spoken primarily in the Republic of the Marshall Islands, known for its complex system of consonants and vowel allophones influenced by surrounding oceanic languages.
  • C. Marshallese language group
    The Marshallese language group is a branch of the Austronesian language family comprising the indigenous languages spoken in the Marshall Islands in the central Pacific Ocean.
  • D. Marshallese
    The Marshallese are a Micronesian ethnic group indigenous to the Marshall Islands in the central Pacific Ocean, with a culture deeply tied to seafaring, atoll environments, and a distinct Austronesian language.
  • E. Kiribati language
    The Kiribati language, also known as Gilbertese, is an Austronesian language spoken primarily in the island nation of Kiribati in the central Pacific.
  • 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: countryOfficialLanguageVia
Context triple: [Ralik dialect of Marshallese, countryOfficialLanguageVia, Marshallese is an official language of the Marshall Islands]
  • A. hasLanguageOfOfficialName
    Indicates that an entity’s official name is expressed in a specified language.
  • B. shareOfficialLanguage chosen
    Indicates that two entities have at least one official language in common.
  • C. officialLanguage
    Indicates that a particular language has been formally designated by an authority as the official language used for government, legal, or administrative purposes in a given jurisdiction.
  • D. previousOfficialLanguage
    Indicates that one language formerly held official status in a country, region, or organization before being replaced or losing that status.
  • E. hasNotableLanguageWithOfficialStatusIn
    Indicates that a language holds an officially recognized and notable status within a specified jurisdiction or region.
  • 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_69c008dc56fc81908d43ffcc11d73bdd completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c0689ae99881909ba427769fd317ae completed March 22, 2026, 10:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69c6389fe9608190adc68f3ad5b0471a completed March 27, 2026, 7:58 a.m.
PD Predicate disambiguation batch_69c060f25c088190b433f78553ff1d84 completed March 22, 2026, 9:36 p.m.
Created at: March 22, 2026, 4:35 p.m.