Triple

T21394515
Position Surface form Disambiguated ID Type / Status
Subject Lamu County E527743 entity
Predicate hasSettlement P1068 FINISHED
Object Kiunga NE NERFINISHED

How this triple was built (3 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: Kiunga | Statement: [Lamu County, hasSettlement, Kiunga]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kiunga
Context triple: [Lamu County, hasSettlement, Kiunga]
  • A. 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.
  • B. Kiunga
    Kiunga is a genus of small, freshwater blue-eye fishes native to New Guinea, belonging to the family Pseudomugilidae.
  • C. Kiamba
    Kiamba is a coastal municipality in the province of South Cotabato in the Philippines, known for its fishing industry and scenic natural attractions.
  • D. Mhangura
    Mhangura is a small mining town in northern Zimbabwe known historically for its copper production.
  • E. Muhoroni
    Muhoroni is a town in western Kenya known for its sugar industry and location in the former Nyando District of Kisumu County.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kiunga
Target entity description: Kiunga is a small coastal settlement in Kenya known for its proximity to the Kiunga Marine National Reserve and the Indian Ocean.
  • A. 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.
  • B. Kiunga
    Kiunga is a genus of small, freshwater blue-eye fishes native to New Guinea, belonging to the family Pseudomugilidae.
  • C. Kiamba
    Kiamba is a coastal municipality in the province of South Cotabato in the Philippines, known for its fishing industry and scenic natural attractions.
  • D. Mhangura
    Mhangura is a small mining town in northern Zimbabwe known historically for its copper production.
  • E. Muhoroni
    Muhoroni is a town in western Kenya known for its sugar industry and location in the former Nyando District of Kisumu County.
  • F. None of above. chosen

Provenance (2 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_69e0b51ff3748190935c0a513c62a12b completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e8b117d8c881908b823c1212b5b919 completed April 22, 2026, 11:29 a.m.
Created at: April 16, 2026, 5:13 p.m.