Triple

T104010
Position Surface form Disambiguated ID Type / Status
Subject Cape Colony E2100 entity
Predicate demographicsIncluded P2750 FINISHED
Object Khoikhoi
The Khoikhoi are an indigenous pastoralist people of southwestern Africa, historically known for their cattle-herding societies and early encounters with European colonists in what is now South Africa and Namibia.
E14718 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: Khoikhoi | Statement: [Cape Colony, demographicsIncluded, Khoikhoi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khoikhoi
Context triple: [Cape Colony, demographicsIncluded, Khoikhoi]
  • A. Emberá
    Emberá is an indigenous language spoken by the Emberá people of Panama and neighboring regions of Colombia, belonging to the Chocoan language family.
  • B. Mayaimi people
    The Mayaimi people were a Native American tribe who historically lived around Lake Okeechobee in what is now southern Florida, known for their distinctive lake-centered culture and for giving their name to the city of Miami.
  • C. Serrano people
    The Serrano people are an Indigenous group of Southern California whose traditional homeland spans the San Bernardino Mountains and surrounding desert regions, where they have long maintained distinct cultural, linguistic, and spiritual traditions.
  • D. Kuna
    Kuna is an indigenous Chibchan language spoken by the Guna (Kuna) people primarily in Panama and parts of Colombia.
  • E. Poganuc People
    Poganuc People is a semi-autobiographical novel by Harriet Beecher Stowe that portrays small-town New England life and religious culture in the early 19th century.
  • 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: Khoikhoi
Triple: [Cape Colony, demographicsIncluded, Khoikhoi]
Generated description
The Khoikhoi are an indigenous pastoralist people of southwestern Africa, historically known for their cattle-herding societies and early encounters with European colonists in what is now South Africa and Namibia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khoikhoi
Target entity description: The Khoikhoi are an indigenous pastoralist people of southwestern Africa, historically known for their cattle-herding societies and early encounters with European colonists in what is now South Africa and Namibia.
  • A. Emberá
    Emberá is an indigenous language spoken by the Emberá people of Panama and neighboring regions of Colombia, belonging to the Chocoan language family.
  • B. Mayaimi people
    The Mayaimi people were a Native American tribe who historically lived around Lake Okeechobee in what is now southern Florida, known for their distinctive lake-centered culture and for giving their name to the city of Miami.
  • C. Serrano people
    The Serrano people are an Indigenous group of Southern California whose traditional homeland spans the San Bernardino Mountains and surrounding desert regions, where they have long maintained distinct cultural, linguistic, and spiritual traditions.
  • D. Kuna
    Kuna is an indigenous Chibchan language spoken by the Guna (Kuna) people primarily in Panama and parts of Colombia.
  • E. Poganuc People
    Poganuc People is a semi-autobiographical novel by Harriet Beecher Stowe that portrays small-town New England life and religious culture in the early 19th century.
  • 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_69a24e0a5b7c81908d52da08c60dabc4 completed Feb. 28, 2026, 2:08 a.m.
NER Named-entity recognition batch_69a25b7e2c188190b1dd8aafd4507a99 completed Feb. 28, 2026, 3:05 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2a3d29e348190820f8a1ed207be2e completed Feb. 28, 2026, 8:14 a.m.
NEDg Description generation batch_69a2a456dc6881909f55e96a91d6d7eb completed Feb. 28, 2026, 8:16 a.m.
NED2 Entity disambiguation (via description) batch_69a2a5b6aca481909c920d2b2f708c56 completed Feb. 28, 2026, 8:22 a.m.
Created at: Feb. 28, 2026, 2:12 a.m.