Triple

T23142923
Position Surface form Disambiguated ID Type / Status
Subject Dawid Stuurman E577508 entity
Predicate ethnicity P194 FINISHED
Object Khoi
The Khoi are an indigenous pastoralist people of southern Africa, historically known for their cattle herding, rich oral traditions, and early resistance to European colonial expansion.
 E1574169 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: Khoi | Statement: [Dawid Stuurman, ethnicity, Khoi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Khoi
Context triple: [Dawid Stuurman, ethnicity, Khoi]
  • A. M'Nông
    The M'Nông are an indigenous ethnic group of Vietnam known for their traditional swidden agriculture, rich oral epics, and gong-based musical culture.
  • B. Tjibaou
    Tjibaou is the surname of Jean-Marie Tjibaou, a prominent Kanak independence leader and cultural figure from New Caledonia.
  • C. Nakamaro
    Nakamaro is a Japanese given name historically associated with figures such as the Nara-period court noble and poet Ōtomo no Yakamochi’s contemporary, Fujiwara no Nakamaro.
  • D. Koasati
    Koasati are a Native American people of the Southeastern United States, closely related to the Alabama tribe and known for their Muskogean language and cultural traditions.
  • E. Galibi
    Galibi is a coastal village in northeastern Suriname known for its indigenous communities and important sea turtle nesting beaches.
  • 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: Khoi
Triple: [Dawid Stuurman, ethnicity, Khoi]
Generated description
The Khoi are an indigenous pastoralist people of southern Africa, historically known for their cattle herding, rich oral traditions, and early resistance to European colonial expansion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Khoi
Target entity description: The Khoi are an indigenous pastoralist people of southern Africa, historically known for their cattle herding, rich oral traditions, and early resistance to European colonial expansion.
  • A. M'Nông
    The M'Nông are an indigenous ethnic group of Vietnam known for their traditional swidden agriculture, rich oral epics, and gong-based musical culture.
  • B. Tjibaou
    Tjibaou is the surname of Jean-Marie Tjibaou, a prominent Kanak independence leader and cultural figure from New Caledonia.
  • C. Nakamaro
    Nakamaro is a Japanese given name historically associated with figures such as the Nara-period court noble and poet Ōtomo no Yakamochi’s contemporary, Fujiwara no Nakamaro.
  • D. Koasati
    Koasati are a Native American people of the Southeastern United States, closely related to the Alabama tribe and known for their Muskogean language and cultural traditions.
  • E. Galibi
    Galibi is a coastal village in northeastern Suriname known for its indigenous communities and important sea turtle nesting beaches.
  • 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_69e245f8e6248190ba3d58e068b4dccb completed April 17, 2026, 2:38 p.m.
NER Named-entity recognition batch_69f18ecb72fc8190a24e8f5756217a36 completed April 29, 2026, 4:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c308fd60c8190afd340bd74423220 completed May 19, 2026, 9:42 a.m.
NEDg Description generation batch_6a0c32dc646081909d3c36d089d61c00 completed May 19, 2026, 9:52 a.m.
NED2 Entity disambiguation (via description) batch_6a0c35636e908190ae11d96deb15e1f5 completed May 19, 2026, 10:03 a.m.
Created at: April 17, 2026, 4 p.m.