Triple

T6786750
Position Surface form Disambiguated ID Type / Status
Subject Bel languages E155826 entity
Predicate subclassOf P1244 FINISHED
Object North New Guinea languages
The North New Guinea languages are a group of related Papuan languages spoken primarily along the northern coast of New Guinea and nearby islands.
 E619347 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: North New Guinea languages | Statement: [Bel languages, subclassOf, North New Guinea languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: North New Guinea languages
Context triple: [Bel languages, subclassOf, North New Guinea languages]
  • A. 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.
  • B. 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.
  • 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. 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.
  • E. Papuan (non‑Austronesian) languages
    Papuan (non‑Austronesian) languages are a diverse group of indigenous language families spoken mainly on New Guinea and neighboring islands that are unrelated to the Austronesian language family.
  • 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: North New Guinea languages
Triple: [Bel languages, subclassOf, North New Guinea languages]
Generated description
The North New Guinea languages are a group of related Papuan languages spoken primarily along the northern coast of New Guinea and nearby islands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: North New Guinea languages
Target entity description: The North New Guinea languages are a group of related Papuan languages spoken primarily along the northern coast of New Guinea and nearby islands.
  • A. 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.
  • B. 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.
  • C. Sarmi–Jayapura Bay languages chosen
    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. 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.
  • E. Papuan (non‑Austronesian) languages
    Papuan (non‑Austronesian) languages are a diverse group of indigenous language families spoken mainly on New Guinea and neighboring islands that are unrelated to the Austronesian language family.
  • 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_69c6881770fc8190972b2906390380f5 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d28f043081909a9a9ab635785933 completed March 27, 2026, 6:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7582b5a0c819085e6b8d07d6ab2f7 completed March 28, 2026, 4:25 a.m.
NEDg Description generation batch_69c75928943881908b7d8e45d4e25cfe completed March 28, 2026, 4:29 a.m.
NED2 Entity disambiguation (via description) batch_69c759a99b2c8190986ce5bc36502975 completed March 28, 2026, 4:31 a.m.
Created at: March 27, 2026, 2:14 p.m.