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.