Triple

T13876613
Position Surface form Disambiguated ID Type / Status
Subject Karamoja region E333598 entity
Predicate language P15 FINISHED
Object Ngakarimojong
Ngakarimojong is a Nilotic language spoken primarily by the Karamojong people of northeastern Uganda and closely related to other Eastern Nilotic languages such as Turkana and Jie.
 E1065550 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: Ngakarimojong | Statement: [Karamoja region, language, Ngakarimojong]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ngakarimojong
Context triple: [Karamoja region, language, Ngakarimojong]
  • A. Nakanamanga
    Nakanamanga is an Oceanic Austronesian language spoken primarily on Efate Island and nearby areas in Vanuatu.
  • B. Nakoruru
    Nakoruru is a popular Samurai Shodown character known as a nature-loving Ainu shrine maiden who fights alongside her hawk and wolf companions.
  • C. Nagapasha
    Nagapasha is a mythical serpent-noose weapon from Hindu epics, famed for binding its targets with powerful, inescapable snake bonds.
  • D. Syokimau
    Syokimau is a rapidly growing residential and commercial suburb on the outskirts of Nairobi, Kenya, known for its proximity to major transport links like the Nairobi SGR and commuter rail stations.
  • E. Pangarang
    Pangarang is an alternative name for the Bangerang, an Aboriginal Australian people traditionally associated with regions of northern Victoria and southern New South Wales.
  • 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: Ngakarimojong
Triple: [Karamoja region, language, Ngakarimojong]
Generated description
Ngakarimojong is a Nilotic language spoken primarily by the Karamojong people of northeastern Uganda and closely related to other Eastern Nilotic languages such as Turkana and Jie.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ngakarimojong
Target entity description: Ngakarimojong is a Nilotic language spoken primarily by the Karamojong people of northeastern Uganda and closely related to other Eastern Nilotic languages such as Turkana and Jie.
  • A. Nakanamanga
    Nakanamanga is an Oceanic Austronesian language spoken primarily on Efate Island and nearby areas in Vanuatu.
  • B. Nakoruru
    Nakoruru is a popular Samurai Shodown character known as a nature-loving Ainu shrine maiden who fights alongside her hawk and wolf companions.
  • C. Nagapasha
    Nagapasha is a mythical serpent-noose weapon from Hindu epics, famed for binding its targets with powerful, inescapable snake bonds.
  • D. Syokimau
    Syokimau is a rapidly growing residential and commercial suburb on the outskirts of Nairobi, Kenya, known for its proximity to major transport links like the Nairobi SGR and commuter rail stations.
  • E. Pangarang
    Pangarang is an alternative name for the Bangerang, an Aboriginal Australian people traditionally associated with regions of northern Victoria and southern New South Wales.
  • 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_69d81c5ced9c8190b0e9bcc6effe5959 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de0be556708190bbcf0b3583f677e3 completed April 14, 2026, 9:41 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c10bb92c8190bd5ab9a5e1d7fabe completed May 3, 2026, 9:41 p.m.
NEDg Description generation batch_69f7c1e92ab88190a4783de7a9c5f1f2 completed May 3, 2026, 9:45 p.m.
NED2 Entity disambiguation (via description) batch_69f7c258726c81908c4e8d437e09e99f completed May 3, 2026, 9:47 p.m.
Created at: April 9, 2026, 10:15 p.m.