Triple

T16602032
Position Surface form Disambiguated ID Type / Status
Subject Goringhaiqua E403351 entity
Predicate neighboringGroup P5965 FINISHED
Object Gorachouqua
The Gorachouqua were an indigenous Khoikhoi group of the Cape region in South Africa, historically known as pastoralists engaged in trade and interaction with neighboring Khoikhoi communities and early European settlers.
 E1223806 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: Gorachouqua | Statement: [Goringhaiqua, neighboringGroup, Gorachouqua]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gorachouqua
Context triple: [Goringhaiqua, neighboringGroup, Gorachouqua]
  • A. Quilleco
    Quilleco is a small town and commune in Chile’s Biobío Region, known for its proximity to the Angostura hydroelectric dam on the Biobío River.
  • B. Chiquilá
    Chiquilá is a small coastal village in Quintana Roo, Mexico, best known as the main ferry departure point to the popular island destination of Isla Holbox.
  • C. Paillamachu
    Paillamachu was a prominent Mapuche military leader (toqui) known for organizing resistance against Spanish conquest in what is now Chile.
  • D. Purranque
    Purranque is a small city and commune in southern Chile known for its agricultural activities and location within the Los Lagos Region.
  • E. Chiriguaná
    Chiriguaná is a municipality and town in northern Colombia’s Cesar Department, known for its agricultural economy and location along key transport routes in the Caribbean region.
  • 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: Gorachouqua
Triple: [Goringhaiqua, neighboringGroup, Gorachouqua]
Generated description
The Gorachouqua were an indigenous Khoikhoi group of the Cape region in South Africa, historically known as pastoralists engaged in trade and interaction with neighboring Khoikhoi communities and early European settlers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gorachouqua
Target entity description: The Gorachouqua were an indigenous Khoikhoi group of the Cape region in South Africa, historically known as pastoralists engaged in trade and interaction with neighboring Khoikhoi communities and early European settlers.
  • A. Quilleco
    Quilleco is a small town and commune in Chile’s Biobío Region, known for its proximity to the Angostura hydroelectric dam on the Biobío River.
  • B. Chiquilá
    Chiquilá is a small coastal village in Quintana Roo, Mexico, best known as the main ferry departure point to the popular island destination of Isla Holbox.
  • C. Paillamachu
    Paillamachu was a prominent Mapuche military leader (toqui) known for organizing resistance against Spanish conquest in what is now Chile.
  • D. Purranque
    Purranque is a small city and commune in southern Chile known for its agricultural activities and location within the Los Lagos Region.
  • E. Chiriguaná
    Chiriguaná is a municipality and town in northern Colombia’s Cesar Department, known for its agricultural economy and location along key transport routes in the Caribbean region.
  • 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_69d883880d0c81908b5fcd454e767b60 completed April 10, 2026, 4:58 a.m.
NER Named-entity recognition batch_69e35d770a048190be42180b03efba0b completed April 18, 2026, 10:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a007daa9f7c8190a9540d9a7a6ca6fb completed May 10, 2026, 12:44 p.m.
NEDg Description generation batch_6a007e6507208190b3f32c05a2f647bd completed May 10, 2026, 12:47 p.m.
NED2 Entity disambiguation (via description) batch_6a007f2cefa081908734a907da33a72f completed May 10, 2026, 12:50 p.m.
Created at: April 10, 2026, 5:17 a.m.