Triple

T10043493
Position Surface form Disambiguated ID Type / Status
Subject Berbice River E205352 entity
Predicate nearbySettlement P350 FINISHED
Object Kwakwani
Kwakwani is a small bauxite-mining community in central Guyana located along the upper Berbice River.
 E837620 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: Kwakwani | Statement: [Berbice River, nearbySettlement, Kwakwani]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kwakwani
Context triple: [Berbice River, nearbySettlement, Kwakwani]
  • A. Haida
    Haida is an Indigenous language of the Pacific Northwest Coast, traditionally spoken by the Haida people of Haida Gwaii in British Columbia and parts of southeastern Alaska.
  • B. Chukchansi
    Chukchansi is a Native American language variety traditionally spoken by the Chukchansi Yokuts people of central California.
  • C. Kwatsáan
    Kwatsáan is the self-designation of the Quechan people, a Native American tribe traditionally living along the lower Colorado River in what is now southeastern California and southwestern Arizona.
  • D. Ivatans
    The Ivatans are an indigenous ethnolinguistic group of the northern Philippines known for their stone houses, seafaring traditions, and distinct Ivatan language and culture.
  • E. Haisla
    Haisla is an Indigenous language of the Haisla Nation in British Columbia, Canada, belonging to the Northern Wakashan language family.
  • 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: Kwakwani
Triple: [Berbice River, nearbySettlement, Kwakwani]
Generated description
Kwakwani is a small bauxite-mining community in central Guyana located along the upper Berbice River.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kwakwani
Target entity description: Kwakwani is a small bauxite-mining community in central Guyana located along the upper Berbice River.
  • A. Haida
    Haida is an Indigenous language of the Pacific Northwest Coast, traditionally spoken by the Haida people of Haida Gwaii in British Columbia and parts of southeastern Alaska.
  • B. Chukchansi
    Chukchansi is a Native American language variety traditionally spoken by the Chukchansi Yokuts people of central California.
  • C. Kwatsáan
    Kwatsáan is the self-designation of the Quechan people, a Native American tribe traditionally living along the lower Colorado River in what is now southeastern California and southwestern Arizona.
  • D. Ivatans
    The Ivatans are an indigenous ethnolinguistic group of the northern Philippines known for their stone houses, seafaring traditions, and distinct Ivatan language and culture.
  • E. Haisla
    Haisla is an Indigenous language of the Haisla Nation in British Columbia, Canada, belonging to the Northern Wakashan language family.
  • 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_69ca834f70e88190b2d74828b7767ec1 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcf60a2208190846e57b5f5649307 completed April 2, 2026, 2:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69d28278235c8190a5e833a9586bd3f5 completed April 5, 2026, 3:40 p.m.
NEDg Description generation batch_69d28391f8fc8190964cdccaf5625617 completed April 5, 2026, 3:45 p.m.
NED2 Entity disambiguation (via description) batch_69d284604dc88190b452ee847d3390dd completed April 5, 2026, 3:48 p.m.
Created at: March 30, 2026, 8:55 p.m.