Triple

T24379141
Position Surface form Disambiguated ID Type / Status
Subject Singaporean Malays E614559 entity
Predicate officialLanguageInCountry P95654 FINISHED
Object Malay language is the national language of Singapore
Malay is an Austronesian language historically spoken by the Malay ethnic group and widely used as a lingua franca across Southeast Asia, including in Singapore, Malaysia, Indonesia, and Brunei.
 E1631353 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: Malay language is the national language of Singapore | Statement: [Singaporean Malays, officialLanguageInCountry, Malay language is the national language of Singapore]
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: Malay language is the national language of Singapore
Triple: [Singaporean Malays, officialLanguageInCountry, Malay language is the national language of Singapore]
Generated description
Malay is an Austronesian language historically spoken by the Malay ethnic group and widely used as a lingua franca across Southeast Asia, including in Singapore, Malaysia, Indonesia, and Brunei.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: officialLanguageInCountry
Context triple: [Singaporean Malays, officialLanguageInCountry, Malay language is the national language of Singapore]
  • A. 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.
  • B. hasLanguageOfficial
    Indicates that a language holds official status within a given entity, such as a country, region, or organization.
  • C. countryOfficialLanguageStatus
    Indicates the status or role that a particular language holds as an official language within a given country.
  • D. hasOfficialCountryLanguage chosen
    Indicates that a country recognizes a particular language as one of its official languages for governmental or legal purposes.
  • E. officialLanguageInParts
    Indicates that a language holds official status only in certain regions or subdivisions of a larger geopolitical entity, rather than throughout the entire entity.
  • F. None of above.

Provenance (6 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_69e2d7e362e481909e32fe4ef8269d4f completed April 18, 2026, 1:01 a.m.
NER Named-entity recognition batch_69f293da489c81909a7912b790be8b8a completed April 29, 2026, 11:27 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0fd67aa5f08190a8bb0d093261647a completed May 22, 2026, 4:07 a.m.
NEDg Description generation batch_6a0fd7cf2250819081957083d316e802 completed May 22, 2026, 4:13 a.m.
NED2 Entity disambiguation (via description) batch_6a0fd8d0f6848190a77aff96b4fbcc3d completed May 22, 2026, 4:17 a.m.
PD Predicate disambiguation batch_69f287bb1b2c81909c2e7fcc392ad143 completed April 29, 2026, 10:35 p.m.
Created at: April 18, 2026, 2:02 a.m.