Triple

T13186801
Position Surface form Disambiguated ID Type / Status
Subject Central Province E313876 entity
Predicate hasEthnicGroup P1898 FINISHED
Object Roro people
The Roro people are an indigenous ethnic group of Papua New Guinea, traditionally living in coastal and island communities of Central Province and known for their Austronesian language and maritime culture.
E1283022 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: Roro people | Statement: [Central Province, hasEthnicGroup, Roro people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roro people
Context triple: [Central Province, hasEthnicGroup, Roro people]
  • A. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • B. Uduk people
    The Uduk people are an indigenous ethnic group from the border region of southeastern Sudan and western Ethiopia, known for their distinct Nilo-Saharan language and rich oral traditions.
  • C. Babongo people
    The Babongo people are a Central African ethnic group of forest-dwelling hunter-gatherers traditionally living in Gabon and known for their close relationship with the rainforest environment.
  • D. Buru people
    The Buru people are an indigenous ethnic group native to Buru Island in Indonesia’s Maluku province, known for their distinct Austronesian language, traditional agriculture, and rich oral cultural traditions.
  • E. Blanga people
    The Blanga people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting parts of Isabel Province and known for their distinct cultural traditions and language.
  • 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: Roro people
Triple: [Central Province, hasEthnicGroup, Roro people]
Generated description
The Roro people are an indigenous ethnic group of Papua New Guinea, traditionally living in coastal and island communities of Central Province and known for their Austronesian language and maritime culture.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roro people
Target entity description: The Roro people are an indigenous ethnic group of Papua New Guinea, traditionally living in coastal and island communities of Central Province and known for their Austronesian language and maritime culture.
  • A. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • B. Uduk people
    The Uduk people are an indigenous ethnic group from the border region of southeastern Sudan and western Ethiopia, known for their distinct Nilo-Saharan language and rich oral traditions.
  • C. Babongo people
    The Babongo people are a Central African ethnic group of forest-dwelling hunter-gatherers traditionally living in Gabon and known for their close relationship with the rainforest environment.
  • D. Buru people
    The Buru people are an indigenous ethnic group native to Buru Island in Indonesia’s Maluku province, known for their distinct Austronesian language, traditional agriculture, and rich oral cultural traditions.
  • E. Blanga people
    The Blanga people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting parts of Isabel Province and known for their distinct cultural traditions and language.
  • 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_69d806ae1e08819090d95bfe1538cc17 completed April 9, 2026, 8:06 p.m.
NER Named-entity recognition batch_69d98c4b663c8190b0b18f0785f7b57d completed April 10, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a022308f26081909d9c77d8327fee8e completed May 11, 2026, 6:42 p.m.
NEDg Description generation batch_6a0227c9e3408190ad559cd97919235d completed May 11, 2026, 7:02 p.m.
NED2 Entity disambiguation (via description) batch_6a02282bb2748190ad51b83c240cc429 completed May 11, 2026, 7:04 p.m.
Created at: April 9, 2026, 9:15 p.m.