Triple

T13114321
Position Surface form Disambiguated ID Type / Status
Subject Mundugumor E311053 entity
Predicate ethnographicRegion P1968 FINISHED
Object Sepik cultures
Sepik cultures are the diverse indigenous societies of Papua New Guinea’s Sepik River region, renowned for their complex social systems, rich ritual life, and highly distinctive artistic traditions.
E1021851 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: Sepik cultures | Statement: [Mundugumor, ethnographicRegion, Sepik cultures]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sepik cultures
Context triple: [Mundugumor, ethnographicRegion, Sepik cultures]
  • A. Tana 'Ai culture
    Tana 'Ai culture is the traditional way of life, beliefs, and social organization of the Tana 'Ai people of eastern Flores in Indonesia, known for their customary law, ritual practices, and close relationship with their ancestral lands.
  • B. Nanti people
    The Nanti people are an indigenous group of the Peruvian Amazon, closely related to the Matsigenka, known for their semi-nomadic lifestyle, traditional subsistence practices, and relative isolation from mainstream society.
  • C. Tonsea people
    The Tonsea people are an indigenous ethnic group from North Sulawesi, Indonesia, known for their distinct Austronesian culture and traditions.
  • D. Serawai people
    The Serawai people are an indigenous ethnic group of southwestern Sumatra in Indonesia, known for their distinct language, customs, and traditional agrarian lifestyle within the province of Bengkulu.
  • E. Bijagó people
    The Bijagó people are an indigenous ethnic group of Guinea-Bissau known for their matrilineal society, distinctive animist beliefs, and rich ceremonial traditions closely tied to the islands they inhabit.
  • 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: Sepik cultures
Triple: [Mundugumor, ethnographicRegion, Sepik cultures]
Generated description
Sepik cultures are the diverse indigenous societies of Papua New Guinea’s Sepik River region, renowned for their complex social systems, rich ritual life, and highly distinctive artistic traditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sepik cultures
Target entity description: Sepik cultures are the diverse indigenous societies of Papua New Guinea’s Sepik River region, renowned for their complex social systems, rich ritual life, and highly distinctive artistic traditions.
  • A. Tana 'Ai culture
    Tana 'Ai culture is the traditional way of life, beliefs, and social organization of the Tana 'Ai people of eastern Flores in Indonesia, known for their customary law, ritual practices, and close relationship with their ancestral lands.
  • B. Nanti people
    The Nanti people are an indigenous group of the Peruvian Amazon, closely related to the Matsigenka, known for their semi-nomadic lifestyle, traditional subsistence practices, and relative isolation from mainstream society.
  • C. Tonsea people
    The Tonsea people are an indigenous ethnic group from North Sulawesi, Indonesia, known for their distinct Austronesian culture and traditions.
  • D. Serawai people
    The Serawai people are an indigenous ethnic group of southwestern Sumatra in Indonesia, known for their distinct language, customs, and traditional agrarian lifestyle within the province of Bengkulu.
  • E. Bijagó people
    The Bijagó people are an indigenous ethnic group of Guinea-Bissau known for their matrilineal society, distinctive animist beliefs, and rich ceremonial traditions closely tied to the islands they inhabit.
  • 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_69d806a872d08190a329806f8ff30df4 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d9817f8ee8819084078b4bec5e4f18 completed April 10, 2026, 11:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6e28105c481908781775ba489c296 completed May 3, 2026, 5:52 a.m.
NEDg Description generation batch_69f6e33f44208190881bee81c2a41850 completed May 3, 2026, 5:55 a.m.
NED2 Entity disambiguation (via description) batch_69f6e40a13c8819084daf9b77b46a181 completed May 3, 2026, 5:58 a.m.
Created at: April 9, 2026, 9:06 p.m.