Triple

T10103313
Position Surface form Disambiguated ID Type / Status
Subject Orang Seletar E216255 entity
Predicate language P15 FINISHED
Object Seletar language
The Seletar language is an endangered Austroasiatic language spoken by the indigenous Orang Seletar people of southern Johor and nearby coastal areas of Malaysia and Singapore.
 E840619 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: Seletar language | Statement: [Orang Seletar, language, Seletar language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Seletar language
Context triple: [Orang Seletar, language, Seletar language]
  • A. Batuley language
    The Batuley language is an Austronesian language spoken by a small community in Indonesia’s Aru Islands.
  • B. Seluwasan language
    The Seluwasan language is an Austronesian language spoken by a small community in the Tanimbar Islands of Indonesia, closely related to and geographically adjacent to Selaru.
  • C. Nitinaht language
    The Nitinaht language is a Southern Wakashan Indigenous language spoken by the Ditidaht (Nitinaht) people of Vancouver Island in British Columbia, Canada.
  • D. Sa’och language
    The Sa’och language is an endangered Austroasiatic language spoken by the Sa’och people of Cambodia and Thailand, belonging to the Pearic branch.
  • E. Patelia language
    The Patelia language is a regional Indo-Aryan tribal language variety associated with the Bhil communities of western India.
  • 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: Seletar language
Triple: [Orang Seletar, language, Seletar language]
Generated description
The Seletar language is an endangered Austroasiatic language spoken by the indigenous Orang Seletar people of southern Johor and nearby coastal areas of Malaysia and Singapore.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Seletar language
Target entity description: The Seletar language is an endangered Austroasiatic language spoken by the indigenous Orang Seletar people of southern Johor and nearby coastal areas of Malaysia and Singapore.
  • A. Batuley language
    The Batuley language is an Austronesian language spoken by a small community in Indonesia’s Aru Islands.
  • B. Seluwasan language
    The Seluwasan language is an Austronesian language spoken by a small community in the Tanimbar Islands of Indonesia, closely related to and geographically adjacent to Selaru.
  • C. Nitinaht language
    The Nitinaht language is a Southern Wakashan Indigenous language spoken by the Ditidaht (Nitinaht) people of Vancouver Island in British Columbia, Canada.
  • D. Sa’och language
    The Sa’och language is an endangered Austroasiatic language spoken by the Sa’och people of Cambodia and Thailand, belonging to the Pearic branch.
  • E. Patelia language
    The Patelia language is a regional Indo-Aryan tribal language variety associated with the Bhil communities of western India.
  • 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_69ca83d039f08190b9d10363221c69fb completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cdd09af07c819099774af46ebf62d7 completed April 2, 2026, 2:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2b6dcca848190851f6f1968fe244c completed April 5, 2026, 7:24 p.m.
NEDg Description generation batch_69d2b7e64fcc8190805a6a31c8a3786f completed April 5, 2026, 7:28 p.m.
NED2 Entity disambiguation (via description) batch_69d2b883959481909f330a26863621ae completed April 5, 2026, 7:31 p.m.
Created at: March 30, 2026, 9:03 p.m.