Triple

T22873545
Position Surface form Disambiguated ID Type / Status
Subject The Shadow Speaker E567261 entity
Predicate mainCharacter P1183 FINISHED
Object Ejii Ugabe
Ejii Ugabe is a young, magically gifted girl from a post-apocalyptic, futuristic Niger who navigates political upheaval and mystical forces in Nnedi Okorafor’s novel "The Shadow Speaker."
E1558034 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: Ejii Ugabe | Statement: [The Shadow Speaker, mainCharacter, Ejii Ugabe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ejii Ugabe
Context triple: [The Shadow Speaker, mainCharacter, Ejii Ugabe]
  • A. Kaggaba
    Kaggaba is another name for the Kogi language, an indigenous Chibchan language spoken by the Kogi people of Colombia’s Sierra Nevada de Santa Marta.
  • B. Igembe
    Igembe are a distinct subgroup of the Meru people of Kenya, known for their unique dialect and cultural traditions within the broader Meru community.
  • C. Oshamambe
    Oshamambe is a small coastal town in Hokkaido, Japan, known as a regional transport hub and gateway between southern and central Hokkaido.
  • D. Igunga
    Igunga is a town and district in central Tanzania known for its agricultural activities, particularly cotton and livestock farming, within the Tabora Region.
  • E. Bafumbira
    Bafumbira are a Bantu-speaking ethnic group closely related to the Banyarwanda and Barundi, known for inhabiting the hilly border region where Uganda meets Rwanda and the Democratic Republic of Congo.
  • 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: Ejii Ugabe
Triple: [The Shadow Speaker, mainCharacter, Ejii Ugabe]
Generated description
Ejii Ugabe is a young, magically gifted girl from a post-apocalyptic, futuristic Niger who navigates political upheaval and mystical forces in Nnedi Okorafor’s novel "The Shadow Speaker."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ejii Ugabe
Target entity description: Ejii Ugabe is a young, magically gifted girl from a post-apocalyptic, futuristic Niger who navigates political upheaval and mystical forces in Nnedi Okorafor’s novel "The Shadow Speaker."
  • A. Kaggaba
    Kaggaba is another name for the Kogi language, an indigenous Chibchan language spoken by the Kogi people of Colombia’s Sierra Nevada de Santa Marta.
  • B. Igembe
    Igembe are a distinct subgroup of the Meru people of Kenya, known for their unique dialect and cultural traditions within the broader Meru community.
  • C. Oshamambe
    Oshamambe is a small coastal town in Hokkaido, Japan, known as a regional transport hub and gateway between southern and central Hokkaido.
  • D. Igunga
    Igunga is a town and district in central Tanzania known for its agricultural activities, particularly cotton and livestock farming, within the Tabora Region.
  • E. Bafumbira
    Bafumbira are a Bantu-speaking ethnic group closely related to the Banyarwanda and Barundi, known for inhabiting the hilly border region where Uganda meets Rwanda and the Democratic Republic of Congo.
  • 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_69e24589d8348190b96422d13a678bc1 completed April 17, 2026, 2:36 p.m.
NER Named-entity recognition batch_69f17f56d6448190ada4aef08eac2bed completed April 29, 2026, 3:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0bae98804c8190bb1102516426a0ba completed May 19, 2026, 12:28 a.m.
NEDg Description generation batch_6a0baef3b7ac8190a0f3df86c7751253 completed May 19, 2026, 12:29 a.m.
NED2 Entity disambiguation (via description) batch_6a0baf6c25d081908330d581e2fa49d4 completed May 19, 2026, 12:31 a.m.
Created at: April 17, 2026, 3:39 p.m.