Triple

T7408100
Position Surface form Disambiguated ID Type / Status
Subject Buli language E170930 entity
Predicate hasContactInfluenceFrom P66629 FINISHED
Object Papuan languages
Papuan languages are a diverse group of non-Austronesian language families spoken primarily on the island of New Guinea and neighboring regions, known for their great structural and genetic variety.
 E151246 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: Papuan languages | Statement: [Buli language, hasContactInfluenceFrom, Papuan languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Papuan languages
Context triple: [Buli language, hasContactInfluenceFrom, Papuan languages]
  • A. Meso-Melanesian languages
    The Meso-Melanesian languages are a subgroup of Oceanic Austronesian languages spoken primarily in parts of Papua New Guinea and the Solomon Islands.
  • B. Trans–New Guinea languages
    The Trans–New Guinea languages are a vast and diverse family of Papuan languages spoken primarily across the highlands and interior regions of New Guinea and neighboring islands.
  • C. 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.
  • 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. 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.
  • 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: Papuan languages
Triple: [Buli language, hasContactInfluenceFrom, Papuan languages]
Generated description
Papuan languages are a diverse group of non-Austronesian language families spoken primarily on the island of New Guinea and neighboring regions, known for their great structural and genetic variety.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Papuan languages
Target entity description: Papuan languages are a diverse group of non-Austronesian language families spoken primarily on the island of New Guinea and neighboring regions, known for their great structural and genetic variety.
  • A. Meso-Melanesian languages
    The Meso-Melanesian languages are a subgroup of Oceanic Austronesian languages spoken primarily in parts of Papua New Guinea and the Solomon Islands.
  • B. Trans–New Guinea languages chosen
    The Trans–New Guinea languages are a vast and diverse family of Papuan languages spoken primarily across the highlands and interior regions of New Guinea and neighboring islands.
  • C. 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.
  • 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. 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.
  • F. None of above.

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_69c68a6010108190925e5284de022660 completed March 27, 2026, 1:47 p.m.
NER Named-entity recognition batch_69c6f29acf588190a7c4056bdc4f3ffc completed March 27, 2026, 9:11 p.m.
NED1 Entity disambiguation (via context triple) batch_69c84ee52fd48190adebb6ae555663a4 completed March 28, 2026, 9:57 p.m.
NEDg Description generation batch_69c84fc4c61c8190853529ebd887c8e7 completed March 28, 2026, 10:01 p.m.
NED2 Entity disambiguation (via description) batch_69c850327c8c81908c3e1ccf58b5bd74 completed March 28, 2026, 10:03 p.m.
Created at: March 27, 2026, 3:10 p.m.