Triple

T1352028
Position Surface form Disambiguated ID Type / Status
Subject Malayic languages E28902 entity
Predicate hasMember P10 FINISHED
Object Brunei Malay
Brunei Malay is a regional variety of the Malay language spoken primarily in Brunei, distinguished by its own phonological, lexical, and grammatical features.
 E23976 NE FINISHED

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: Brunei Malay | Statement: [Malayic languages, hasMember, Brunei Malay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Brunei Malay
Context triple: [Malayic languages, hasMember, Brunei Malay]
  • A. Malay
    Malay is an Austronesian language widely spoken in Southeast Asia and serves as a national or official language in several countries, including Malaysia, Indonesia (as Indonesian), Brunei, and Singapore.
  • B. Betawi Malay
    Betawi Malay is a Malay-based creole language spoken primarily in Jakarta, Indonesia, serving as the traditional language of the Betawi ethnic community.
  • C. Kupang Malay
    Kupang Malay is a Malay-based creole language spoken primarily in and around the city of Kupang in eastern Indonesia.
  • D. Papuan Malay
    Papuan Malay is an eastern Indonesian variety of Malay used as a lingua franca in Papua, characterized by distinctive phonological and grammatical features influenced by local Papuan languages.
  • E. MALAYSIAN
    MALAYSIAN is the radio callsign used by Malaysia Airlines for its commercial flight operations.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
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: Brunei Malay
Triple: [Malayic languages, hasMember, Brunei Malay]
Generated description
Brunei Malay is a regional variety of the Malay language spoken primarily in Brunei, distinguished by its own phonological, lexical, and grammatical features.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Brunei Malay
Target entity description: Brunei Malay is a regional variety of the Malay language spoken primarily in Brunei, distinguished by its own phonological, lexical, and grammatical features.
  • A. Malay chosen
    Malay is an Austronesian language widely spoken in Southeast Asia and serves as a national or official language in several countries, including Malaysia, Indonesia (as Indonesian), Brunei, and Singapore.
  • B. Betawi Malay
    Betawi Malay is a Malay-based creole language spoken primarily in Jakarta, Indonesia, serving as the traditional language of the Betawi ethnic community.
  • C. Kupang Malay
    Kupang Malay is a Malay-based creole language spoken primarily in and around the city of Kupang in eastern Indonesia.
  • D. Papuan Malay
    Papuan Malay is an eastern Indonesian variety of Malay used as a lingua franca in Papua, characterized by distinctive phonological and grammatical features influenced by local Papuan languages.
  • E. MALAYSIAN
    MALAYSIAN is the radio callsign used by Malaysia Airlines for its commercial flight operations.
  • F. None of above.

Provenance (5 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_69a498571d248190a0ac9eb02d97097f completed March 1, 2026, 7:49 p.m.
NER Named-entity recognition batch_69a4c26b1b4881908ae4b1b2c9b268a0 completed March 1, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69ace566694c81909b07143855014884 completed March 8, 2026, 2:56 a.m.
NEDg Description generation batch_69ace61b0ba08190930f9e21d28b4449 completed March 8, 2026, 2:59 a.m.
NED2 Entity disambiguation (via description) batch_69ace6b543ec819080a5ddeed0273644 completed March 8, 2026, 3:02 a.m.
Created at: March 1, 2026, 7:56 p.m.