Triple

T9192676
Position Surface form Disambiguated ID Type / Status
Subject Aslian languages of Peninsular Malaysia E220626 entity
Predicate associatedPeople P37 FINISHED
Object Semelai people
The Semelai people are an indigenous Orang Asli group of Peninsular Malaysia known for their distinct Aslian language and traditional forest-based lifestyle.
 E790161 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: Semelai people | Statement: [Aslian languages of Peninsular Malaysia, associatedPeople, Semelai people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Semelai people
Context triple: [Aslian languages of Peninsular Malaysia, associatedPeople, Semelai people]
  • A. Malaitan people
    The Malaitan people are an indigenous Melanesian ethnic group of the Solomon Islands, primarily associated with Malaita Island and known for their rich traditional culture and complex social structures.
  • B. Sama people
    The Sama people are a seafaring Austronesian ethnic group of maritime communities in the southern Philippines, Sabah, and surrounding regions, traditionally known for their boat-dwelling lifestyle and fishing-based economy.
  • C. Pakpak people
    The Pakpak people are an indigenous ethnic group from the highland regions of North Sumatra, Indonesia, with their own distinct culture, traditions, and social customs.
  • D. Bunak people
    The Bunak people are an indigenous ethnic group of the central interior region of Timor, known for their distinct non-Austronesian language and traditional agrarian highland culture.
  • E. Arosi people
    The Arosi people are an indigenous ethnic group of Makira Island in the Solomon Islands, known for their distinct Austronesian culture and traditions.
  • 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: Semelai people
Triple: [Aslian languages of Peninsular Malaysia, associatedPeople, Semelai people]
Generated description
The Semelai people are an indigenous Orang Asli group of Peninsular Malaysia known for their distinct Aslian language and traditional forest-based lifestyle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Semelai people
Target entity description: The Semelai people are an indigenous Orang Asli group of Peninsular Malaysia known for their distinct Aslian language and traditional forest-based lifestyle.
  • A. Malaitan people
    The Malaitan people are an indigenous Melanesian ethnic group of the Solomon Islands, primarily associated with Malaita Island and known for their rich traditional culture and complex social structures.
  • B. Sama people
    The Sama people are a seafaring Austronesian ethnic group of maritime communities in the southern Philippines, Sabah, and surrounding regions, traditionally known for their boat-dwelling lifestyle and fishing-based economy.
  • C. Pakpak people
    The Pakpak people are an indigenous ethnic group from the highland regions of North Sumatra, Indonesia, with their own distinct culture, traditions, and social customs.
  • D. Bunak people
    The Bunak people are an indigenous ethnic group of the central interior region of Timor, known for their distinct non-Austronesian language and traditional agrarian highland culture.
  • E. Arosi people
    The Arosi people are an indigenous ethnic group of Makira Island in the Solomon Islands, known for their distinct Austronesian culture and traditions.
  • 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_69ca83e7ba70819088b74866d9da2c30 completed March 30, 2026, 2:08 p.m.
NER Named-entity recognition batch_69ccd5c1fa9c8190bc5cc6dce8778694 completed April 1, 2026, 8:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0b1adc2508190b8a24510ee61f092 completed April 4, 2026, 6:37 a.m.
NEDg Description generation batch_69d0b2b9fbf4819083e594d676323c65 completed April 4, 2026, 6:42 a.m.
NED2 Entity disambiguation (via description) batch_69d0b343a040819098620e2e3c451b39 completed April 4, 2026, 6:44 a.m.
Created at: March 30, 2026, 7:24 p.m.