Triple

T10150386
Position Surface form Disambiguated ID Type / Status
Subject Lukuga River E232618 entity
Predicate nearbyCity P350 FINISHED
Object Kongolo
Kongolo is a town in the Tanganyika Province of the Democratic Republic of the Congo, situated along the Lukuga River and serving as a local transport and trading hub.
 E847952 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: Kongolo | Statement: [Lukuga River, nearbyCity, Kongolo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kongolo
Context triple: [Lukuga River, nearbyCity, Kongolo]
  • A. Luba-Kasai
    Luba-Kasai is a Bantu language spoken primarily in the Kasai region of the Democratic Republic of the Congo by the Luba people.
  • B. Konongo
    Konongo is a prominent mining and commercial town in central Ghana known historically for its gold deposits and later manganese production.
  • C. Lualaba River
    The Lualaba River is the upper course of the Congo River in the Democratic Republic of the Congo, flowing through the southeast of the country and serving as a key waterway in Central Africa.
  • D. Kongō
    Kongō was a Japanese Kongō-class fast battleship that served prominently in the Imperial Japanese Navy during World War II.
  • E. Lusangi River
    The Lusangi River is a lesser-known river in the Democratic Republic of the Congo that feeds into the major central African waterway, the Lualaba River.
  • 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: Kongolo
Triple: [Lukuga River, nearbyCity, Kongolo]
Generated description
Kongolo is a town in the Tanganyika Province of the Democratic Republic of the Congo, situated along the Lukuga River and serving as a local transport and trading hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kongolo
Target entity description: Kongolo is a town in the Tanganyika Province of the Democratic Republic of the Congo, situated along the Lukuga River and serving as a local transport and trading hub.
  • A. Luba-Kasai
    Luba-Kasai is a Bantu language spoken primarily in the Kasai region of the Democratic Republic of the Congo by the Luba people.
  • B. Konongo
    Konongo is a prominent mining and commercial town in central Ghana known historically for its gold deposits and later manganese production.
  • C. Lualaba River
    The Lualaba River is the upper course of the Congo River in the Democratic Republic of the Congo, flowing through the southeast of the country and serving as a key waterway in Central Africa.
  • D. Kongō
    Kongō was a Japanese Kongō-class fast battleship that served prominently in the Imperial Japanese Navy during World War II.
  • E. Lusangi River
    The Lusangi River is a lesser-known river in the Democratic Republic of the Congo that feeds into the major central African waterway, the Lualaba River.
  • 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_69ca84885e48819088a31b127cf44904 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdec03e80c81909c813dae91c56272 completed April 2, 2026, 4:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69d32ac043f08190ba7f526d226d3c8c completed April 6, 2026, 3:38 a.m.
NEDg Description generation batch_69d32bab2f8481908daa099224d06ce1 completed April 6, 2026, 3:42 a.m.
NED2 Entity disambiguation (via description) batch_69d32bf5fa5881909e50cfc7442c09f4 completed April 6, 2026, 3:43 a.m.
Created at: March 30, 2026, 9:08 p.m.