Triple

T11114865
Position Surface form Disambiguated ID Type / Status
Subject Mandura Gumuz E262859 entity
Predicate hasSpeakersIn P16679 FINISHED
Object Mandura woreda
Mandura woreda is an administrative district in Ethiopia’s Benishangul-Gumuz Region, known as one of the areas where the Mandura Gumuz language is spoken.
E905179 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: Mandura woreda | Statement: [Mandura Gumuz, hasSpeakersIn, Mandura woreda]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Mandura woreda
Context triple: [Mandura Gumuz, hasSpeakersIn, Mandura woreda]
  • A. Wadla woreda
    Wadla woreda is an administrative district in Ethiopia's Amhara Region, known for its highland terrain and predominantly agrarian communities.
  • B. Buhera District
    Buhera District is an administrative district in eastern Zimbabwe known for its rural communities and agricultural activities.
  • C. Anderacha woreda
    Anderacha woreda is an administrative district located within the Sheka Zone of the South West Ethiopia Peoples' Region in southwestern Ethiopia.
  • D. Urambo District
    Urambo District is an administrative district in western Tanzania known for its rural communities and tobacco farming, located within the Tabora Region.
  • E. Monywa District
    Monywa District is an administrative district in Myanmar’s Sagaing Region, centered around the city of Monywa and known for its agricultural economy and regional trade.
  • 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: Mandura woreda
Triple: [Mandura Gumuz, hasSpeakersIn, Mandura woreda]
Generated description
Mandura woreda is an administrative district in Ethiopia’s Benishangul-Gumuz Region, known as one of the areas where the Mandura Gumuz language is spoken.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Mandura woreda
Target entity description: Mandura woreda is an administrative district in Ethiopia’s Benishangul-Gumuz Region, known as one of the areas where the Mandura Gumuz language is spoken.
  • A. Wadla woreda
    Wadla woreda is an administrative district in Ethiopia's Amhara Region, known for its highland terrain and predominantly agrarian communities.
  • B. Buhera District
    Buhera District is an administrative district in eastern Zimbabwe known for its rural communities and agricultural activities.
  • C. Anderacha woreda
    Anderacha woreda is an administrative district located within the Sheka Zone of the South West Ethiopia Peoples' Region in southwestern Ethiopia.
  • D. Urambo District
    Urambo District is an administrative district in western Tanzania known for its rural communities and tobacco farming, located within the Tabora Region.
  • E. Monywa District
    Monywa District is an administrative district in Myanmar’s Sagaing Region, centered around the city of Monywa and known for its agricultural economy and regional trade.
  • 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_69d6aa9b46cc8190b19f9f0cc45bf322 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d79aa7254c8190abce35696ad2be03 completed April 9, 2026, 12:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69e42d7da99881908d38ea66c37dfb92 completed April 19, 2026, 1:18 a.m.
NEDg Description generation batch_69e42e67724481908bd9e73487a80d44 completed April 19, 2026, 1:22 a.m.
NED2 Entity disambiguation (via description) batch_69e4308103c48190b32ee3047d9a0860 completed April 19, 2026, 1:31 a.m.
Created at: April 8, 2026, 9:27 p.m.