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.