Triple

T21607496
Position Surface form Disambiguated ID Type / Status
Subject Central Papuan Tip language E533214 entity
Predicate hasMember P10 FINISHED
Object Kumak language
Kumak language is an indigenous Papuan language spoken in the Central Papuan Tip region of Papua New Guinea.
 E1492337 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: Kumak language | Statement: [Central Papuan Tip language, hasMember, Kumak language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kumak language
Context triple: [Central Papuan Tip language, hasMember, Kumak language]
  • A. Kuman language
    The Kuman language is a Trans–New Guinea language spoken primarily by the Chimbu (Simbu) people of Papua New Guinea’s highlands.
  • B. Kumandin language
    The Kumandin language is a Turkic language spoken by the Kumandin people of the Altai region in Russia, belonging to the Kipchak branch.
  • C. Kumil language
    The Kumil language is a lesser-known Papuan language spoken by the Bel people of Papua New Guinea.
  • D. Kumzari language
    The Kumzari language is an endangered Southwestern Iranian language spoken primarily by the Kumzari people in the Musandam Peninsula of Oman.
  • E. Kisukuma language
    Kisukuma is a major Bantu language spoken primarily by the Sukuma people in northwestern Tanzania.
  • 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: Kumak language
Triple: [Central Papuan Tip language, hasMember, Kumak language]
Generated description
Kumak language is an indigenous Papuan language spoken in the Central Papuan Tip region of Papua New Guinea.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kumak language
Target entity description: Kumak language is an indigenous Papuan language spoken in the Central Papuan Tip region of Papua New Guinea.
  • A. Kuman language
    The Kuman language is a Trans–New Guinea language spoken primarily by the Chimbu (Simbu) people of Papua New Guinea’s highlands.
  • B. Kumandin language
    The Kumandin language is a Turkic language spoken by the Kumandin people of the Altai region in Russia, belonging to the Kipchak branch.
  • C. Kumil language
    The Kumil language is a lesser-known Papuan language spoken by the Bel people of Papua New Guinea.
  • D. Kumzari language
    The Kumzari language is an endangered Southwestern Iranian language spoken primarily by the Kumzari people in the Musandam Peninsula of Oman.
  • E. Kisukuma language
    Kisukuma is a major Bantu language spoken primarily by the Sukuma people in northwestern Tanzania.
  • 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.