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.