Triple

T9099734
Position Surface form Disambiguated ID Type / Status
Subject Orang Asli E218121 entity
Predicate subgroup P10 FINISHED
Object Proto-Malay
Proto-Malay refers to an early Austronesian-speaking population in Southeast Asia believed to be among the ancestral groups of many modern Malay and indigenous communities in the region.
 E778139 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: Proto-Malay | Statement: [Orang Asli, subgroup, Proto-Malay]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Proto-Malay
Context triple: [Orang Asli, subgroup, Proto-Malay]
  • A. Proto-Javanese
    Proto-Javanese is the reconstructed ancestral language from which modern Javanese and related Javanic languages are believed to have evolved.
  • B. Proto-Austronesian
    Proto-Austronesian is the reconstructed common ancestor of the Austronesian language family, from which languages such as Javanese, Tagalog, and Malay are derived.
  • C. Malayic languages
    Malayic languages are a subgroup of the Austronesian language family that includes Malay, Indonesian, and closely related languages spoken primarily in Maritime Southeast Asia.
  • D. 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.
  • E. Proto-Malayo-Polynesian language
    Proto-Malayo-Polynesian is the reconstructed ancestral language from which the Malayo-Polynesian branch of the Austronesian language family is believed to have descended.
  • 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: Proto-Malay
Triple: [Orang Asli, subgroup, Proto-Malay]
Generated description
Proto-Malay refers to an early Austronesian-speaking population in Southeast Asia believed to be among the ancestral groups of many modern Malay and indigenous communities in the region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Proto-Malay
Target entity description: Proto-Malay refers to an early Austronesian-speaking population in Southeast Asia believed to be among the ancestral groups of many modern Malay and indigenous communities in the region.
  • A. Proto-Javanese
    Proto-Javanese is the reconstructed ancestral language from which modern Javanese and related Javanic languages are believed to have evolved.
  • B. Proto-Austronesian
    Proto-Austronesian is the reconstructed common ancestor of the Austronesian language family, from which languages such as Javanese, Tagalog, and Malay are derived.
  • C. Malayic languages
    Malayic languages are a subgroup of the Austronesian language family that includes Malay, Indonesian, and closely related languages spoken primarily in Maritime Southeast Asia.
  • D. 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.
  • E. Proto-Malayo-Polynesian language
    Proto-Malayo-Polynesian is the reconstructed ancestral language from which the Malayo-Polynesian branch of the Austronesian language family is believed to have descended.
  • 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_69ca83d9844081908e561e367fda6d45 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69cc9710ac04819096b9c8d3399b9c35 completed April 1, 2026, 3:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69d01824ee2081909cc5e6ae33fab2e5 completed April 3, 2026, 7:42 p.m.
NEDg Description generation batch_69d019666cb08190b66298ff86a7e1af completed April 3, 2026, 7:47 p.m.
NED2 Entity disambiguation (via description) batch_69d01a700ce48190868d445bde2462dc completed April 3, 2026, 7:52 p.m.
Created at: March 30, 2026, 7:15 p.m.