Triple

T1962591
Position Surface form Disambiguated ID Type / Status
Subject Zulu people E42619 entity
Predicate relatedEthnicGroup P1969 FINISHED
Object Hlubi people
The Hlubi people are a Southern African ethnic group closely associated with the Nguni cultural and linguistic cluster, historically known for their chieftaincies and interactions with neighboring groups such as the Zulu.
E263925 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: Hlubi people | Statement: [Zulu people, relatedEthnicGroup, Hlubi people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hlubi people
Context triple: [Zulu people, relatedEthnicGroup, Hlubi people]
  • A. Nggela people
    The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
  • B. Damara people
    The Damara people are an indigenous ethnic group of Namibia known for their distinct Khoe language, rich oral traditions, and historical role as pastoralists and miners in the region.
  • C. Kiliwa people
    The Kiliwa people are an Indigenous group native to northern Baja California, Mexico, known for their distinct language, traditional hunting-gathering lifestyle, and rich ceremonial practices.
  • D. Bubi people
    The Bubi people are an indigenous ethnic group of Bioko Island in Equatorial Guinea, known for their distinct Bantu language, traditional religious practices, and historical resistance to foreign domination.
  • E. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • 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: Hlubi people
Triple: [Zulu people, relatedEthnicGroup, Hlubi people]
Generated description
The Hlubi people are a Southern African ethnic group closely associated with the Nguni cultural and linguistic cluster, historically known for their chieftaincies and interactions with neighboring groups such as the Zulu.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hlubi people
Target entity description: The Hlubi people are a Southern African ethnic group closely associated with the Nguni cultural and linguistic cluster, historically known for their chieftaincies and interactions with neighboring groups such as the Zulu.
  • A. Nggela people
    The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
  • B. Damara people
    The Damara people are an indigenous ethnic group of Namibia known for their distinct Khoe language, rich oral traditions, and historical role as pastoralists and miners in the region.
  • C. Kiliwa people
    The Kiliwa people are an Indigenous group native to northern Baja California, Mexico, known for their distinct language, traditional hunting-gathering lifestyle, and rich ceremonial practices.
  • D. Bubi people
    The Bubi people are an indigenous ethnic group of Bioko Island in Equatorial Guinea, known for their distinct Bantu language, traditional religious practices, and historical resistance to foreign domination.
  • E. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • 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_69a88711151c8190940b2572095059d7 completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abb3aae8c48190afae2cf3af2ae4e9 completed March 7, 2026, 5:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69aeb3abc8cc819086e7b640d5231641 completed March 9, 2026, 11:48 a.m.
NEDg Description generation batch_69aeb5cf422c8190938b1c113270db58 completed March 9, 2026, 11:58 a.m.
NED2 Entity disambiguation (via description) batch_69aeb6327ad08190926eb12ffe8f317c completed March 9, 2026, 11:59 a.m.
Created at: March 4, 2026, 7:36 p.m.