Triple

T13114250
Position Surface form Disambiguated ID Type / Status
Subject Arapesh E311052 entity
Predicate region P40 FINISHED
Object Sepik region
The Sepik region is a culturally rich area of northern Papua New Guinea known for its diverse indigenous communities, intricate art traditions, and the Sepik River, one of the largest river systems in the Asia-Pacific.
E1021845 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 region | Statement: [Arapesh, region, Sepik region]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sepik region
Context triple: [Arapesh, region, Sepik region]
  • A. Maningrida
    Maningrida is a remote Aboriginal community and service town in Australia’s Northern Territory, known for its rich Indigenous culture and art.
  • B. Papua Gulf region
    The Papua Gulf region is a coastal area of southern Papua New Guinea known for its river-delta landscapes, rich marine and rainforest ecosystems, and diverse indigenous communities.
  • C. Mahakam River region
    The Mahakam River region is an area in East Kalimantan, Indonesian Borneo, encompassing the Mahakam River basin and its surrounding communities, known for its linguistic diversity and indigenous cultures.
  • D. Yana-Indigirka Lowland region
    The Yana-Indigirka Lowland region is a vast, sparsely populated Arctic lowland in northeastern Siberia characterized by permafrost, tundra landscapes, and extreme climatic conditions.
  • E. Marowijne River region
    The Marowijne River region is a remote, forested area along the Suriname–French Guiana border known for its significant Ndyuka Maroon communities and rich Afro-Surinamese cultural heritage.
  • 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 region
Triple: [Arapesh, region, Sepik region]
Generated description
The Sepik region is a culturally rich area of northern Papua New Guinea known for its diverse indigenous communities, intricate art traditions, and the Sepik River, one of the largest river systems in the Asia-Pacific.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sepik region
Target entity description: The Sepik region is a culturally rich area of northern Papua New Guinea known for its diverse indigenous communities, intricate art traditions, and the Sepik River, one of the largest river systems in the Asia-Pacific.
  • A. Maningrida
    Maningrida is a remote Aboriginal community and service town in Australia’s Northern Territory, known for its rich Indigenous culture and art.
  • B. Papua Gulf region
    The Papua Gulf region is a coastal area of southern Papua New Guinea known for its river-delta landscapes, rich marine and rainforest ecosystems, and diverse indigenous communities.
  • C. Mahakam River region
    The Mahakam River region is an area in East Kalimantan, Indonesian Borneo, encompassing the Mahakam River basin and its surrounding communities, known for its linguistic diversity and indigenous cultures.
  • D. Yana-Indigirka Lowland region
    The Yana-Indigirka Lowland region is a vast, sparsely populated Arctic lowland in northeastern Siberia characterized by permafrost, tundra landscapes, and extreme climatic conditions.
  • E. Marowijne River region
    The Marowijne River region is a remote, forested area along the Suriname–French Guiana border known for its significant Ndyuka Maroon communities and rich Afro-Surinamese cultural heritage.
  • 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.