Triple

T23061486
Position Surface form Disambiguated ID Type / Status
Subject Negrito people E574313 entity
Predicate subgroup P10 FINISHED
Object Semang people
The Semang people are an indigenous hunter-gatherer group of the Malay Peninsula, known for their small stature, forest-based lifestyle, and distinct cultural and linguistic traditions.
 E1569633 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: Semang people | Statement: [Negrito people, subgroup, Semang people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Semang people
Context triple: [Negrito people, subgroup, Semang people]
  • A. Lematang people
    The Lematang people are an indigenous ethnic group of South Sumatra in Indonesia, known for their distinct language, customs, and river-based settlements along the Lematang River.
  • B. Rejang people
    The Rejang people are an indigenous ethnic group from the interior of southwestern Sumatra, Indonesia, known for their distinct language and cultural traditions.
  • C. Rawang people
    The Rawang people are an indigenous ethnic group of northern Myanmar known for their distinct Tibeto-Burman language, highland farming traditions, and residence in remote, mountainous border regions.
  • D. Kedayan people
    The Kedayan people are an indigenous ethnic group of Borneo, primarily found in Brunei, Sabah, and Sarawak, known for their Malay-related culture, agriculture, and distinctive Kedayan language.
  • E. Banggai people
    The Banggai people are an indigenous ethnic group of Indonesia known for their distinct Austronesian language, maritime culture, and traditional kingdoms in the Banggai Islands region.
  • 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: Semang people
Triple: [Negrito people, subgroup, Semang people]
Generated description
The Semang people are an indigenous hunter-gatherer group of the Malay Peninsula, known for their small stature, forest-based lifestyle, and distinct cultural and linguistic traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Semang people
Target entity description: The Semang people are an indigenous hunter-gatherer group of the Malay Peninsula, known for their small stature, forest-based lifestyle, and distinct cultural and linguistic traditions.
  • A. Lematang people
    The Lematang people are an indigenous ethnic group of South Sumatra in Indonesia, known for their distinct language, customs, and river-based settlements along the Lematang River.
  • B. Rejang people
    The Rejang people are an indigenous ethnic group from the interior of southwestern Sumatra, Indonesia, known for their distinct language and cultural traditions.
  • C. Rawang people
    The Rawang people are an indigenous ethnic group of northern Myanmar known for their distinct Tibeto-Burman language, highland farming traditions, and residence in remote, mountainous border regions.
  • D. Kedayan people
    The Kedayan people are an indigenous ethnic group of Borneo, primarily found in Brunei, Sabah, and Sarawak, known for their Malay-related culture, agriculture, and distinctive Kedayan language.
  • E. Banggai people
    The Banggai people are an indigenous ethnic group of Indonesia known for their distinct Austronesian language, maritime culture, and traditional kingdoms in the Banggai Islands region.
  • 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_69e245ba7ae48190be606dbc54120e39 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f1899ff96081908d89a07a3b1065c8 completed April 29, 2026, 4:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c15a5a7208190b7a507879da8f221 completed May 19, 2026, 7:47 a.m.
NEDg Description generation batch_6a0c17214dc48190be02f8d83c29b90a completed May 19, 2026, 7:54 a.m.
NED2 Entity disambiguation (via description) batch_6a0c17da6a108190b37d1e69e6f24e00 completed May 19, 2026, 7:57 a.m.
Created at: April 17, 2026, 3:55 p.m.