Triple

T15745942
Position Surface form Disambiguated ID Type / Status
Subject Naivasha E381720 entity
Predicate nearbySettlement P350 FINISHED
Object Gilgil
Gilgil is a town in Kenya’s Rift Valley region, situated between Naivasha and Nakuru along the main highway.
 E1174610 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: Gilgil | Statement: [Naivasha, nearbySettlement, Gilgil]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gilgil
Context triple: [Naivasha, nearbySettlement, Gilgil]
  • A. Gillam
    Gillam is a small remote community in northern Manitoba, Canada, known as a service and access point for nearby wilderness areas and hydroelectric developments.
  • B. Gouraya
    Gouraya is a coastal town in northern Algeria known for its Mediterranean shoreline and proximity to the Gouraya National Park’s rugged landscapes.
  • C. Pojulu
    Pojulu are an ethnic group of South Sudan, primarily inhabiting parts of Central Equatoria and speaking a Bari-related Nilotic language.
  • D. Galga
    Galga is a small river in Hungary that serves as a tributary of the Zagyva River.
  • E. Girga
    Girga is an ancient town in Upper Egypt, historically significant as a regional center along the Nile.
  • 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: Gilgil
Triple: [Naivasha, nearbySettlement, Gilgil]
Generated description
Gilgil is a town in Kenya’s Rift Valley region, situated between Naivasha and Nakuru along the main highway.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gilgil
Target entity description: Gilgil is a town in Kenya’s Rift Valley region, situated between Naivasha and Nakuru along the main highway.
  • A. Gillam
    Gillam is a small remote community in northern Manitoba, Canada, known as a service and access point for nearby wilderness areas and hydroelectric developments.
  • B. Gouraya
    Gouraya is a coastal town in northern Algeria known for its Mediterranean shoreline and proximity to the Gouraya National Park’s rugged landscapes.
  • C. Pojulu
    Pojulu are an ethnic group of South Sudan, primarily inhabiting parts of Central Equatoria and speaking a Bari-related Nilotic language.
  • D. Galga
    Galga is a small river in Hungary that serves as a tributary of the Zagyva River.
  • E. Girga
    Girga is an ancient town in Upper Egypt, historically significant as a regional center along the Nile.
  • 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_69d86d9e6b44819085d1f6a969ecb74c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e0502d72008190b4d13a6b3a12e467 completed April 16, 2026, 2:57 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff8307824881909ba85e4c3da65d28 completed May 9, 2026, 6:55 p.m.
NEDg Description generation batch_69ff83cb02f48190af506724f3ffb73e completed May 9, 2026, 6:58 p.m.
NED2 Entity disambiguation (via description) batch_69ff844fa00c8190a47eb46394db097b completed May 9, 2026, 7 p.m.
Created at: April 10, 2026, 4:46 a.m.