Triple

T13843513
Position Surface form Disambiguated ID Type / Status
Subject Bushenyi E332729 entity
Predicate nearbyTown P3883 FINISHED
Object Ishaka
Ishaka is a growing urban center in western Uganda known for its strategic location in Bushenyi District and its role as a commercial and educational hub.
E1068497 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: Ishaka | Statement: [Bushenyi, nearbyTown, Ishaka]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ishaka
Context triple: [Bushenyi, nearbyTown, Ishaka]
  • A. Kasai River
    The Kasai River is a major tributary of the Congo River in central Africa, flowing through Angola and the Democratic Republic of the Congo and serving as an important waterway for the surrounding regions.
  • B. Kunda River
    Kunda River is a regional river flowing through the Khargone district in the Indian state of Madhya Pradesh.
  • C. Sabaki River
    The Sabaki River is one of Kenya’s major rivers, flowing from the central highlands to the Indian Ocean and supporting important ecosystems and communities along its course.
  • D. Kabalebo River
    The Kabalebo River is a significant waterway in Suriname known for its remote, biodiverse rainforest surroundings and importance within the country’s river system.
  • E. Sabaki
    Sabaki is a town in Kenya that serves as the main urban center near the Athi River settlements.
  • 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: Ishaka
Triple: [Bushenyi, nearbyTown, Ishaka]
Generated description
Ishaka is a growing urban center in western Uganda known for its strategic location in Bushenyi District and its role as a commercial and educational hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ishaka
Target entity description: Ishaka is a growing urban center in western Uganda known for its strategic location in Bushenyi District and its role as a commercial and educational hub.
  • A. Kasai River
    The Kasai River is a major tributary of the Congo River in central Africa, flowing through Angola and the Democratic Republic of the Congo and serving as an important waterway for the surrounding regions.
  • B. Kunda River
    Kunda River is a regional river flowing through the Khargone district in the Indian state of Madhya Pradesh.
  • C. Sabaki River
    The Sabaki River is one of Kenya’s major rivers, flowing from the central highlands to the Indian Ocean and supporting important ecosystems and communities along its course.
  • D. Kabalebo River
    The Kabalebo River is a significant waterway in Suriname known for its remote, biodiverse rainforest surroundings and importance within the country’s river system.
  • E. Sabaki
    Sabaki is a town in Kenya that serves as the main urban center near the Athi River settlements.
  • 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_69d81c5ba13c8190839315f54768acfd completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de02afce788190a74dce4e6a3569fa completed April 14, 2026, 9:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c70816e48190949b16ae6e744d22 completed May 3, 2026, 10:07 p.m.
NEDg Description generation batch_69f7c83a3e04819097b6e0b5a3161b9a completed May 3, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69f7c9732d188190a8a7151d21e0a310 completed May 3, 2026, 10:17 p.m.
Created at: April 9, 2026, 10:13 p.m.