Triple

T21607482
Position Surface form Disambiguated ID Type / Status
Subject Central Papuan Tip language E533214 entity
Predicate hasSubgroup P747 FINISHED
Object Sinagoro–Keapara languages
The Sinagoro–Keapara languages are a subgroup of closely related Papuan languages spoken in the Central Papuan Tip region of southeastern Papua New Guinea.
 E1492334 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: Sinagoro–Keapara languages | Statement: [Central Papuan Tip language, hasSubgroup, Sinagoro–Keapara languages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sinagoro–Keapara languages
Context triple: [Central Papuan Tip language, hasSubgroup, Sinagoro–Keapara languages]
  • A. Mundang-Beti languages
    The Mundang-Beti languages are a subgroup of Northwest Bantu languages spoken primarily in parts of Central Africa, especially in Cameroon and neighboring regions.
  • B. Barito–Mahakam languages
    The Barito–Mahakam languages are a subgroup of Austronesian languages spoken in parts of Borneo, particularly along the Barito and Mahakam river regions.
  • C. Alor–Pantar languages
    The Alor–Pantar languages are a group of non-Austronesian (Papuan) languages spoken primarily on the Alor and Pantar islands in eastern Indonesia, noted for their complex morphology and typological diversity.
  • D. Bidayuhic languages
    The Bidayuhic languages are a group of closely related Austronesian languages spoken primarily by the Bidayuh people in western Borneo, especially in the Malaysian state of Sarawak.
  • E. Timor–Babar languages
    The Timor–Babar languages are a subgroup of Austronesian languages spoken primarily on Timor and nearby islands in eastern Indonesia, noted for their complex phonologies and diverse grammatical structures.
  • 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: Sinagoro–Keapara languages
Triple: [Central Papuan Tip language, hasSubgroup, Sinagoro–Keapara languages]
Generated description
The Sinagoro–Keapara languages are a subgroup of closely related Papuan languages spoken in the Central Papuan Tip region of southeastern Papua New Guinea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sinagoro–Keapara languages
Target entity description: The Sinagoro–Keapara languages are a subgroup of closely related Papuan languages spoken in the Central Papuan Tip region of southeastern Papua New Guinea.
  • A. Mundang-Beti languages
    The Mundang-Beti languages are a subgroup of Northwest Bantu languages spoken primarily in parts of Central Africa, especially in Cameroon and neighboring regions.
  • B. Barito–Mahakam languages
    The Barito–Mahakam languages are a subgroup of Austronesian languages spoken in parts of Borneo, particularly along the Barito and Mahakam river regions.
  • C. Alor–Pantar languages
    The Alor–Pantar languages are a group of non-Austronesian (Papuan) languages spoken primarily on the Alor and Pantar islands in eastern Indonesia, noted for their complex morphology and typological diversity.
  • D. Bidayuhic languages
    The Bidayuhic languages are a group of closely related Austronesian languages spoken primarily by the Bidayuh people in western Borneo, especially in the Malaysian state of Sarawak.
  • E. Timor–Babar languages
    The Timor–Babar languages are a subgroup of Austronesian languages spoken primarily on Timor and nearby islands in eastern Indonesia, noted for their complex phonologies and diverse grammatical structures.
  • 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_69e0c46364608190a337dc8720dc2a35 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69ef17e6378881908678dc903b8ba6ac completed April 27, 2026, 8:01 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09fd388c7481909af764ab8359924d completed May 17, 2026, 5:39 p.m.
NEDg Description generation batch_6a09fdf8a3f08190b3e1cf046920584d completed May 17, 2026, 5:42 p.m.
NED2 Entity disambiguation (via description) batch_6a09fe7982748190ab3f61e7c2dc32ae completed May 17, 2026, 5:44 p.m.
Created at: April 16, 2026, 6:33 p.m.