Triple

T13957924
Position Surface form Disambiguated ID Type / Status
Subject Chimbu people E335713 entity
Predicate usesLanguage P238 FINISHED
Object Kuman language
The Kuman language is a Trans–New Guinea language spoken primarily by the Chimbu (Simbu) people of Papua New Guinea’s highlands.
 E1071365 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: Kuman language | Statement: [Chimbu people, usesLanguage, Kuman language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kuman language
Context triple: [Chimbu people, usesLanguage, Kuman language]
  • A. Cuman language
    Cuman language is an extinct Kipchak Turkic language once spoken by the nomadic Cuman people across the Eurasian steppe in the Middle Ages.
  • 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. Kumzari language
    The Kumzari language is an endangered Southwestern Iranian language spoken primarily by the Kumzari people in the Musandam Peninsula of Oman.
  • D. Kumil language
    The Kumil language is a lesser-known Papuan language spoken by the Bel people of Papua New Guinea.
  • E. Khumi language
    The Khumi language is a lesser-known Tibeto-Burman language spoken primarily by the Khumi people in parts of Myanmar and neighboring regions.
  • 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: Kuman language
Triple: [Chimbu people, usesLanguage, Kuman language]
Generated description
The Kuman language is a Trans–New Guinea language spoken primarily by the Chimbu (Simbu) people of Papua New Guinea’s highlands.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kuman language
Target entity description: The Kuman language is a Trans–New Guinea language spoken primarily by the Chimbu (Simbu) people of Papua New Guinea’s highlands.
  • A. Cuman language
    Cuman language is an extinct Kipchak Turkic language once spoken by the nomadic Cuman people across the Eurasian steppe in the Middle Ages.
  • 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. Kumzari language
    The Kumzari language is an endangered Southwestern Iranian language spoken primarily by the Kumzari people in the Musandam Peninsula of Oman.
  • D. Kumil language
    The Kumil language is a lesser-known Papuan language spoken by the Bel people of Papua New Guinea.
  • E. Khumi language
    The Khumi language is a lesser-known Tibeto-Burman language spoken primarily by the Khumi people in parts of Myanmar and neighboring regions.
  • 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_69d81c61f3508190aaf2ca0dc0002c59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e7a34f08190aa0d88b66154f268 completed April 14, 2026, 12:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fba1d490048190b28cb44dd4ec46c4 completed May 6, 2026, 8:17 p.m.
NEDg Description generation batch_69fba5646cb48190acd932f6fbd6fe62 completed May 6, 2026, 8:32 p.m.
NED2 Entity disambiguation (via description) batch_69fba6525d0c8190a1ab15881030c11c completed May 6, 2026, 8:36 p.m.
Created at: April 9, 2026, 10:17 p.m.