Triple

T188719
Position Surface form Disambiguated ID Type / Status
Subject Singapore E3670 entity
Predicate officialLanguage P236 FINISHED
Object 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.
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: Malay | Statement: [Singapore, officialLanguage, Malay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Malay
Context triple: [Singapore, officialLanguage, Malay]
  • A. Indonesian
    Indonesian is the standardized form of the Malay language used as the national and administrative language of Indonesia.
  • B. Old Malay
    Old Malay is an early historical form of the Malay language that served as a major lingua franca and literary language in maritime Southeast Asia.
  • C. Javanese
    The Javanese are the largest ethnic group in Indonesia, primarily inhabiting the island of Java and known for their rich cultural traditions, language, and influence on Indonesian politics and arts.
  • D. Sundanese
    The Sundanese are an indigenous ethnic group of western Java in Indonesia, known for their distinct language, rich musical and dance traditions, and agrarian culture.
  • E. Madurese
    The Madurese are an Austronesian ethnic group from Madura Island and surrounding regions of Indonesia, known for their distinct language, Islamic traditions, and maritime and cattle-breeding culture.
  • 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: Malay
Triple: [Singapore, officialLanguage, Malay]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Malay
Target entity description: 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.
  • A. Indonesian
    Indonesian is the standardized form of the Malay language used as the national and administrative language of Indonesia.
  • B. Old Malay
    Old Malay is an early historical form of the Malay language that served as a major lingua franca and literary language in maritime Southeast Asia.
  • C. Javanese
    The Javanese are the largest ethnic group in Indonesia, primarily inhabiting the island of Java and known for their rich cultural traditions, language, and influence on Indonesian politics and arts.
  • D. Sundanese
    The Sundanese are an indigenous ethnic group of western Java in Indonesia, known for their distinct language, rich musical and dance traditions, and agrarian culture.
  • E. Madurese
    The Madurese are an Austronesian ethnic group from Madura Island and surrounding regions of Indonesia, known for their distinct language, Islamic traditions, and maritime and cattle-breeding culture.
  • F. None of above. chosen

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_69a2548debd48190ae3a06d6e65b53c6 completed Feb. 28, 2026, 2:35 a.m.
NER Named-entity recognition batch_69a2594abeec8190a48f36817e647fcd completed Feb. 28, 2026, 2:56 a.m.
NED1 Entity disambiguation (via context triple) batch_69a305e511a08190a560125ed3839a0c completed Feb. 28, 2026, 3:12 p.m.
NEDg Description generation batch_69a30679b0648190975dcfaf4f9846bf completed Feb. 28, 2026, 3:15 p.m.
NED2 Entity disambiguation (via description) batch_69a306e6ce6c8190a77d42643914b03a completed Feb. 28, 2026, 3:16 p.m.
Created at: Feb. 28, 2026, 2:41 a.m.