Triple

T7056187
Position Surface form Disambiguated ID Type / Status
Subject Maipurean languages E164095 entity
Predicate hasSubgroup P747 FINISHED
Object Northern Maipurean
Northern Maipurean is a subgroup of the Maipurean branch of the Arawakan language family, comprising closely related indigenous languages historically spoken in northern South America.
 E638365 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: Northern Maipurean | Statement: [Maipurean languages, hasSubgroup, Northern Maipurean]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Northern Maipurean
Context triple: [Maipurean languages, hasSubgroup, Northern Maipurean]
  • A. Northern Anii
    Northern Anii is a regional variety of the Anii language spoken by communities in the northern part of the Anii-speaking area of West Africa.
  • B. Northern Unami
    Northern Unami is a dialect of the Unami variety of the Lenape (Delaware) language traditionally spoken by Indigenous peoples of the mid-Atlantic region of North America.
  • C. Northern Uma
    Northern Uma is a regional dialect of the Uma language spoken by communities in Central Sulawesi, Indonesia.
  • D. Northern Ludian
    Northern Ludian is a regional dialect of the Ludian language spoken by a subset of the Ludian-speaking community in northern areas of its range.
  • E. Northern Mam
    Northern Mam is a Mayan language variety spoken primarily in the highland regions of Guatemala by Mam indigenous communities.
  • 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: Northern Maipurean
Triple: [Maipurean languages, hasSubgroup, Northern Maipurean]
Generated description
Northern Maipurean is a subgroup of the Maipurean branch of the Arawakan language family, comprising closely related indigenous languages historically spoken in northern South America.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Northern Maipurean
Target entity description: Northern Maipurean is a subgroup of the Maipurean branch of the Arawakan language family, comprising closely related indigenous languages historically spoken in northern South America.
  • A. Northern Anii
    Northern Anii is a regional variety of the Anii language spoken by communities in the northern part of the Anii-speaking area of West Africa.
  • B. Northern Unami
    Northern Unami is a dialect of the Unami variety of the Lenape (Delaware) language traditionally spoken by Indigenous peoples of the mid-Atlantic region of North America.
  • C. Northern Uma
    Northern Uma is a regional dialect of the Uma language spoken by communities in Central Sulawesi, Indonesia.
  • D. Northern Ludian
    Northern Ludian is a regional dialect of the Ludian language spoken by a subset of the Ludian-speaking community in northern areas of its range.
  • E. Northern Mam
    Northern Mam is a Mayan language variety spoken primarily in the highland regions of Guatemala by Mam indigenous communities.
  • 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_69c68861678881909961ddf4d779f750 completed March 27, 2026, 1:38 p.m.
NER Named-entity recognition batch_69c6e269050c81908c186609a8a7bcf9 completed March 27, 2026, 8:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69c788a303148190869be2a455d28791 completed March 28, 2026, 7:52 a.m.
NEDg Description generation batch_69c7892a387c8190856eac695fbcfb02 completed March 28, 2026, 7:54 a.m.
NED2 Entity disambiguation (via description) batch_69c789bc4fa081908cf40ec8ff189b90 completed March 28, 2026, 7:56 a.m.
Created at: March 27, 2026, 2:38 p.m.