Triple

T11229244
Position Surface form Disambiguated ID Type / Status
Subject Nyando District E265777 entity
Predicate hadSettlement P16159 FINISHED
Object Muhoroni
Muhoroni is a town in western Kenya known for its sugar industry and location in the former Nyando District of Kisumu County.
 E912587 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: Muhoroni | Statement: [Nyando District, hadSettlement, Muhoroni]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Muhoroni
Context triple: [Nyando District, hadSettlement, Muhoroni]
  • A. Mboya
    Mboya is a Kenyan surname most prominently associated with Tom Mboya, an influential nationalist leader and politician in Kenya’s independence movement.
  • B. Maswa
    Maswa is a town and administrative district in northern Tanzania, known for its agricultural activities within the Simiyu Region.
  • C. Kiunga
    Kiunga is a genus of small, freshwater blue-eye fishes native to New Guinea, belonging to the family Pseudomugilidae.
  • D. Kiunga
    Kiunga is a river port town in Western Province, Papua New Guinea, serving as a key commercial and transport hub on the Fly River.
  • E. Kamwambie
    "Kamwambie" is a popular song by Tanzanian Bongo Flava artist Diamond Platnumz that helped establish his early fame in East Africa.
  • 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: Muhoroni
Triple: [Nyando District, hadSettlement, Muhoroni]
Generated description
Muhoroni is a town in western Kenya known for its sugar industry and location in the former Nyando District of Kisumu County.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Muhoroni
Target entity description: Muhoroni is a town in western Kenya known for its sugar industry and location in the former Nyando District of Kisumu County.
  • A. Mboya
    Mboya is a Kenyan surname most prominently associated with Tom Mboya, an influential nationalist leader and politician in Kenya’s independence movement.
  • B. Maswa
    Maswa is a town and administrative district in northern Tanzania, known for its agricultural activities within the Simiyu Region.
  • C. Kiunga
    Kiunga is a genus of small, freshwater blue-eye fishes native to New Guinea, belonging to the family Pseudomugilidae.
  • D. Kiunga
    Kiunga is a river port town in Western Province, Papua New Guinea, serving as a key commercial and transport hub on the Fly River.
  • E. Kamwambie
    "Kamwambie" is a popular song by Tanzanian Bongo Flava artist Diamond Platnumz that helped establish his early fame in East Africa.
  • 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_69d6aac656d48190b275efaa7d6074ee completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e900fbcc8190a3177f8a73564433 completed April 9, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4ad3eef408190937949e7b3bf0163 completed April 19, 2026, 10:23 a.m.
NEDg Description generation batch_69e4b12c04e48190ad7546d556a5109f completed April 19, 2026, 10:40 a.m.
NED2 Entity disambiguation (via description) batch_69e4b2949c7c8190820b7f1f87e00602 completed April 19, 2026, 10:46 a.m.
Created at: April 8, 2026, 9:30 p.m.