Triple

T1987753
Position Surface form Disambiguated ID Type / Status
Subject West Chadic E43179 entity
Predicate hasSubgroup P747 FINISHED
Object Angas–Sura subgroup
The Angas–Sura subgroup is a branch of West Chadic languages spoken primarily in central Nigeria, encompassing several closely related Plateau-area languages.
E222792 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: Angas–Sura subgroup | Statement: [West Chadic, hasSubgroup, Angas–Sura subgroup]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Angas–Sura subgroup
Context triple: [West Chadic, hasSubgroup, Angas–Sura subgroup]
  • A. Gondi–Kui subgroup
    The Gondi–Kui subgroup is a branch of the Dravidian language family that includes closely related tribal languages such as Gondi and Kui spoken in central and eastern India.
  • B. Manda–Pengo subgroup
    The Manda–Pengo subgroup is a small branch of the Dravidian language family comprising closely related tribal languages spoken primarily in parts of central India.
  • C. Kota–Toda subgroup
    The Kota–Toda subgroup is a small branch of the Southern Dravidian language family comprising the closely related tribal languages Kota and Toda spoken in the Nilgiri Hills of South India.
  • D. Katuic branch
    The Katuic branch is a subgroup of Austroasiatic languages spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic communities.
  • E. Mischabel group
    The Mischabel group is a prominent mountain massif in the Swiss Alps known for including several of the highest peaks in Switzerland, such as the Dom.
  • 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: Angas–Sura subgroup
Triple: [West Chadic, hasSubgroup, Angas–Sura subgroup]
Generated description
The Angas–Sura subgroup is a branch of West Chadic languages spoken primarily in central Nigeria, encompassing several closely related Plateau-area languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Angas–Sura subgroup
Target entity description: The Angas–Sura subgroup is a branch of West Chadic languages spoken primarily in central Nigeria, encompassing several closely related Plateau-area languages.
  • A. Gondi–Kui subgroup
    The Gondi–Kui subgroup is a branch of the Dravidian language family that includes closely related tribal languages such as Gondi and Kui spoken in central and eastern India.
  • B. Manda–Pengo subgroup
    The Manda–Pengo subgroup is a small branch of the Dravidian language family comprising closely related tribal languages spoken primarily in parts of central India.
  • C. Kota–Toda subgroup
    The Kota–Toda subgroup is a small branch of the Southern Dravidian language family comprising the closely related tribal languages Kota and Toda spoken in the Nilgiri Hills of South India.
  • D. Katuic branch
    The Katuic branch is a subgroup of Austroasiatic languages spoken primarily in Laos, Vietnam, and neighboring regions by various indigenous ethnic communities.
  • E. Mischabel group
    The Mischabel group is a prominent mountain massif in the Swiss Alps known for including several of the highest peaks in Switzerland, such as the Dom.
  • 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_69a88713ddc88190a969715658ebe7a8 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb840a5708190a9b64564b855fb22 completed March 7, 2026, 5:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae033410a88190bac79032a012549a completed March 8, 2026, 11:16 p.m.
NEDg Description generation batch_69ae03e6239881909144a41a7ef96941 completed March 8, 2026, 11:19 p.m.
NED2 Entity disambiguation (via description) batch_69ae0452e188819099de641a9afcd04c completed March 8, 2026, 11:20 p.m.
Created at: March 4, 2026, 7:37 p.m.