Triple

T7470749
Position Surface form Disambiguated ID Type / Status
Subject Nasioi people E176496 entity
Predicate languageFamily P1047 FINISHED
Object East Papuan languages
East Papuan languages are a diverse group of non-Austronesian languages spoken primarily on islands and coastal regions of eastern Papua New Guinea and nearby areas.
 E674124 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: East Papuan languages | Statement: [Nasioi people, languageFamily, East Papuan languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: East Papuan languages
Context triple: [Nasioi people, languageFamily, East Papuan languages]
  • A. South Halmahera–West New Guinea languages
    The South Halmahera–West New Guinea languages are a subgroup of Austronesian languages spoken in eastern Indonesia, particularly in southern Halmahera and along the western coast of New Guinea.
  • B. Flores–Lembata languages
    The Flores–Lembata languages are a subgroup of Austronesian languages spoken on the islands of Flores and Lembata in eastern Indonesia, known for their distinctive phonological and grammatical features within the region.
  • C. Sarmi–Jayapura Bay languages
    The Sarmi–Jayapura Bay languages are a small group of closely related Papuan languages spoken along the northern coast of Papua, Indonesia, particularly around Sarmi and Jayapura Bay.
  • D. Southern Melanesian languages
    Southern Melanesian languages are a subgroup of Oceanic languages spoken primarily in the southern regions of Melanesia, including parts of Vanuatu, New Caledonia, and nearby islands.
  • E. Southeast Maluku languages
    The Southeast Maluku languages are a group of closely related Austronesian languages spoken in the southeastern part of Indonesia’s Maluku Islands.
  • 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: East Papuan languages
Triple: [Nasioi people, languageFamily, East Papuan languages]
Generated description
East Papuan languages are a diverse group of non-Austronesian languages spoken primarily on islands and coastal regions of eastern Papua New Guinea and nearby areas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: East Papuan languages
Target entity description: East Papuan languages are a diverse group of non-Austronesian languages spoken primarily on islands and coastal regions of eastern Papua New Guinea and nearby areas.
  • A. South Halmahera–West New Guinea languages
    The South Halmahera–West New Guinea languages are a subgroup of Austronesian languages spoken in eastern Indonesia, particularly in southern Halmahera and along the western coast of New Guinea.
  • B. Flores–Lembata languages
    The Flores–Lembata languages are a subgroup of Austronesian languages spoken on the islands of Flores and Lembata in eastern Indonesia, known for their distinctive phonological and grammatical features within the region.
  • C. Sarmi–Jayapura Bay languages
    The Sarmi–Jayapura Bay languages are a small group of closely related Papuan languages spoken along the northern coast of Papua, Indonesia, particularly around Sarmi and Jayapura Bay.
  • D. Southern Melanesian languages
    Southern Melanesian languages are a subgroup of Oceanic languages spoken primarily in the southern regions of Melanesia, including parts of Vanuatu, New Caledonia, and nearby islands.
  • E. Southeast Maluku languages
    The Southeast Maluku languages are a group of closely related Austronesian languages spoken in the southeastern part of Indonesia’s Maluku Islands.
  • 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_69c69f223fd88190b4c69b95d7cbeeda completed March 27, 2026, 3:15 p.m.
NER Named-entity recognition batch_69c6f4145d608190bd93239f04f7da41 completed March 27, 2026, 9:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c856aa64e48190be1ea1490123cf26 completed March 28, 2026, 10:31 p.m.
NEDg Description generation batch_69c85a930db08190a0039e4f85b31b2b completed March 28, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69c85b1829888190939c56aa56276078 completed March 28, 2026, 10:50 p.m.
Created at: March 27, 2026, 3:41 p.m.