Triple

T2403397
Position Surface form Disambiguated ID Type / Status
Subject Gumuz languages E50219 entity
Predicate member P10 FINISHED
Object Southern Gumuz
Southern Gumuz is a variety of the Gumuz language spoken by the Gumuz people in parts of Ethiopia and neighboring regions.
 E266390 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: Southern Gumuz | Statement: [Gumuz languages, member, Southern Gumuz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Southern Gumuz
Context triple: [Gumuz languages, member, Southern Gumuz]
  • A. Northern Gumuz
    Northern Gumuz is a variety of the Gumuz language spoken by the Gumuz people of the Ethiopia–Sudan border region.
  • B. Southern Gondi
    Southern Gondi is a major Dravidian language variety spoken by the Gondi people in central India, distinguished from other Gondi dialects by its own phonological and lexical features.
  • C. Bale Zone
    Bale Zone is an administrative zone in Ethiopia’s Oromia Region, known for encompassing the ecologically rich Bale Mountains and their surrounding highland areas.
  • D. Central Sama
    Central Sama is an Austronesian language spoken by the Sama people of the southern Philippines and nearby regions, known for its role within the Sama–Bajaw language group.
  • E. Anioma region
    The Anioma region is a culturally distinct Igbo-speaking area in Delta State, Nigeria, known for its shared linguistic heritage, customs, and historical identity.
  • 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: Southern Gumuz
Triple: [Gumuz languages, member, Southern Gumuz]
Generated description
Southern Gumuz is a variety of the Gumuz language spoken by the Gumuz people in parts of Ethiopia and neighboring regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Southern Gumuz
Target entity description: Southern Gumuz is a variety of the Gumuz language spoken by the Gumuz people in parts of Ethiopia and neighboring regions.
  • A. Northern Gumuz
    Northern Gumuz is a variety of the Gumuz language spoken by the Gumuz people of the Ethiopia–Sudan border region.
  • B. Southern Gondi
    Southern Gondi is a major Dravidian language variety spoken by the Gondi people in central India, distinguished from other Gondi dialects by its own phonological and lexical features.
  • C. Bale Zone
    Bale Zone is an administrative zone in Ethiopia’s Oromia Region, known for encompassing the ecologically rich Bale Mountains and their surrounding highland areas.
  • D. Central Sama
    Central Sama is an Austronesian language spoken by the Sama people of the southern Philippines and nearby regions, known for its role within the Sama–Bajaw language group.
  • E. Anioma region
    The Anioma region is a culturally distinct Igbo-speaking area in Delta State, Nigeria, known for its shared linguistic heritage, customs, and historical identity.
  • 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_69a88b0339a88190a1207333cd271cc9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc8f8aa2881909192920ee394f0b3 completed March 7, 2026, 6:43 a.m.
NED1 Entity disambiguation (via context triple) batch_69aebf403f74819082dc50e31f29b171 completed March 9, 2026, 12:38 p.m.
NEDg Description generation batch_69aec4529bf08190a75be15fb4aa144d completed March 9, 2026, 1 p.m.
NED2 Entity disambiguation (via description) batch_69aec4edb8d88190a591a80d47dc5797 completed March 9, 2026, 1:02 p.m.
Created at: March 4, 2026, 7:58 p.m.