Triple

T3754881
Position Surface form Disambiguated ID Type / Status
Subject Sambal language E82021 entity
Predicate spokenBy P2181 FINISHED
Object Sambal people
The Sambal people are an indigenous ethnolinguistic group of the Philippines, primarily from the Zambales region, known for their distinct culture and traditions.
E385606 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: Sambal people | Statement: [Sambal language, spokenBy, Sambal people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sambal people
Context triple: [Sambal language, spokenBy, Sambal people]
  • A. Bidayuh people
    The Bidayuh people are an indigenous ethnic group of Borneo, primarily residing in Sarawak, Malaysia, known for their distinct languages, traditional longhouse communities, and rich agricultural and ritual practices.
  • B. Banjar people
    The Banjar people are an ethnic group native to South Kalimantan in Indonesian Borneo, known historically as skilled riverine traders and seafarers with a distinct Malay-influenced culture and language.
  • C. Bawean people
    The Bawean people are an Austronesian ethnic group native to Bawean Island in the Java Sea, known for their seafaring traditions and a culture shaped by Javanese, Madurese, Malay, and Islamic influences.
  • D. Bandari people
    The Bandari people are an ethnic group native to Iran’s southern coastal regions along the Persian Gulf, known for their seafaring traditions, distinctive music and dance, and a culture shaped by centuries of maritime trade.
  • E. Talaud people
    The Talaud people are an indigenous Austronesian ethnic group inhabiting the Talaud Islands in northern Indonesia, known for their seafaring traditions and distinct language and 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: Sambal people
Triple: [Sambal language, spokenBy, Sambal people]
Generated description
The Sambal people are an indigenous ethnolinguistic group of the Philippines, primarily from the Zambales region, known for their distinct culture and traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sambal people
Target entity description: The Sambal people are an indigenous ethnolinguistic group of the Philippines, primarily from the Zambales region, known for their distinct culture and traditions.
  • A. Bidayuh people
    The Bidayuh people are an indigenous ethnic group of Borneo, primarily residing in Sarawak, Malaysia, known for their distinct languages, traditional longhouse communities, and rich agricultural and ritual practices.
  • B. Banjar people
    The Banjar people are an ethnic group native to South Kalimantan in Indonesian Borneo, known historically as skilled riverine traders and seafarers with a distinct Malay-influenced culture and language.
  • C. Bawean people
    The Bawean people are an Austronesian ethnic group native to Bawean Island in the Java Sea, known for their seafaring traditions and a culture shaped by Javanese, Madurese, Malay, and Islamic influences.
  • D. Bandari people
    The Bandari people are an ethnic group native to Iran’s southern coastal regions along the Persian Gulf, known for their seafaring traditions, distinctive music and dance, and a culture shaped by centuries of maritime trade.
  • E. Talaud people
    The Talaud people are an indigenous Austronesian ethnic group inhabiting the Talaud Islands in northern Indonesia, known for their seafaring traditions and distinct language and 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_69ad8b1db40081908b61ffa6b78afd4d completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69adcb94ffc08190a7fd1ce71a15f787 completed March 8, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69b4e50825588190b620950ac1d4f408 completed March 14, 2026, 4:33 a.m.
NEDg Description generation batch_69b4e5cd3b3c8190af6ca28a6772625c completed March 14, 2026, 4:36 a.m.
NED2 Entity disambiguation (via description) batch_69b4e671e02c819094cae2a3a2abb1b4 completed March 14, 2026, 4:39 a.m.
Created at: March 8, 2026, 3:35 p.m.