Triple

T443897
Position Surface form Disambiguated ID Type / Status
Subject Xhosa polities E10174 entity
Predicate includes P1393 FINISHED
Object Ndlambe polity
The Ndlambe polity was a historical Xhosa chiefdom in what is now South Africa, associated with Chief Ndlambe and significant in the early 19th-century frontier conflicts.
E10174 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: Ndlambe polity | Statement: [Xhosa polities, includes, Ndlambe polity]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ndlambe polity
Context triple: [Xhosa polities, includes, Ndlambe polity]
  • A. Gcaleka polity
    The Gcaleka polity is a traditional Xhosa chiefdom historically centered in the Eastern Cape region of South Africa and associated with the senior royal house of the Xhosa nation.
  • B. Xhosa polities
    Xhosa polities were a group of related, chiefly-led African societies in southeastern South Africa, known for their complex social structures, shared Xhosa language and culture, and resistance to colonial expansion.
  • C. Government of National Unity (South Africa)
    The Government of National Unity (South Africa) was the post-apartheid coalition administration formed after the 1994 democratic elections, bringing together former rival parties under President Nelson Mandela to oversee the country’s transition to majority rule.
  • D. Parliament of South Africa
    The Parliament of South Africa is the country’s national legislative body, responsible for making laws, overseeing the executive, and representing the people at the federal level.
  • E. Rolihlahla
    Rolihlahla is the Xhosa birth name of Nelson Mandela, meaning “troublemaker” and reflecting his cultural origins.
  • 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: Ndlambe polity
Triple: [Xhosa polities, includes, Ndlambe polity]
Generated description
The Ndlambe polity was a historical Xhosa chiefdom in what is now South Africa, associated with Chief Ndlambe and significant in the early 19th-century frontier conflicts.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ndlambe polity
Target entity description: The Ndlambe polity was a historical Xhosa chiefdom in what is now South Africa, associated with Chief Ndlambe and significant in the early 19th-century frontier conflicts.
  • A. Gcaleka polity
    The Gcaleka polity is a traditional Xhosa chiefdom historically centered in the Eastern Cape region of South Africa and associated with the senior royal house of the Xhosa nation.
  • B. Xhosa polities chosen
    Xhosa polities were a group of related, chiefly-led African societies in southeastern South Africa, known for their complex social structures, shared Xhosa language and culture, and resistance to colonial expansion.
  • C. Government of National Unity (South Africa)
    The Government of National Unity (South Africa) was the post-apartheid coalition administration formed after the 1994 democratic elections, bringing together former rival parties under President Nelson Mandela to oversee the country’s transition to majority rule.
  • D. Kweisi Mfume
    Kweisi Mfume is an American politician and civil rights leader who served as president and CEO of the NAACP and as a longtime member of the U.S. House of Representatives from Maryland.
  • E. Parliament of South Africa
    The Parliament of South Africa is the country’s national legislative body, responsible for making laws, overseeing the executive, and representing the people at the federal level.
  • F. None of above.

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_69a2e8465ef481909655c681b01e2986 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2ef459800819083cd9eef3e7b5295 completed Feb. 28, 2026, 1:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69a44f53f72c8190b8e6b246e6f153cd completed March 1, 2026, 2:38 p.m.
NEDg Description generation batch_69a451a3b4cc8190b88dc4ace3730bb5 completed March 1, 2026, 2:48 p.m.
NED2 Entity disambiguation (via description) batch_69a451f01d4881908de1bfdb6fde852b completed March 1, 2026, 2:49 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.