Triple
T23468768
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | amaGqika |
E569167
|
entity |
| Predicate | sharesTraditionsWith |
P11721
|
FINISHED |
| Object |
amaNdlambe
The amaNdlambe are a Xhosa-speaking subgroup in South Africa known for their rich oral traditions, clan-based social structures, and cultural practices closely related to those of the amaGqika.
|
E1589894
|
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: amaNdlambe | Statement: [amaGqika, sharesTraditionsWith, amaNdlambe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: amaNdlambe Context triple: [amaGqika, sharesTraditionsWith, amaNdlambe]
-
A.
AmaMfengu
AmaMfengu are a Southern African ethnic group historically associated with the Xhosa-speaking peoples, known for their distinct cultural identity and role in regional political and military history.
-
B.
AmaBhaca
AmaBhaca are a Southern African ethnic group, primarily found in South Africa’s Eastern Cape, known for their distinct Nguni language and cultural traditions.
-
C.
Nongqawuse
Nongqawuse was a teenage Xhosa prophet whose visions in 1856–1857 inspired the catastrophic cattle-killing movement that led to widespread famine and social upheaval among the Xhosa people.
-
D.
Amandla
Amandla is a unisex given name of Xhosa and Zulu origin meaning "power" or "strength."
-
E.
Ndlovukati
Ndlovukati is the title given to the Queen Mother and co-monarch in the traditional Swazi monarchy, holding significant spiritual and political authority.
- 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: amaNdlambe Triple: [amaGqika, sharesTraditionsWith, amaNdlambe]
Generated description
The amaNdlambe are a Xhosa-speaking subgroup in South Africa known for their rich oral traditions, clan-based social structures, and cultural practices closely related to those of the amaGqika.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: amaNdlambe Target entity description: The amaNdlambe are a Xhosa-speaking subgroup in South Africa known for their rich oral traditions, clan-based social structures, and cultural practices closely related to those of the amaGqika.
-
A.
AmaMfengu
AmaMfengu are a Southern African ethnic group historically associated with the Xhosa-speaking peoples, known for their distinct cultural identity and role in regional political and military history.
-
B.
AmaBhaca
AmaBhaca are a Southern African ethnic group, primarily found in South Africa’s Eastern Cape, known for their distinct Nguni language and cultural traditions.
-
C.
Nongqawuse
Nongqawuse was a teenage Xhosa prophet whose visions in 1856–1857 inspired the catastrophic cattle-killing movement that led to widespread famine and social upheaval among the Xhosa people.
-
D.
Amandla
Amandla is a unisex given name of Xhosa and Zulu origin meaning "power" or "strength."
-
E.
Ndlovukati
Ndlovukati is the title given to the Queen Mother and co-monarch in the traditional Swazi monarchy, holding significant spiritual and political authority.
- 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_69e2458ebd808190b3298163132cfb0b |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1a6fd280c81908aae05f0851466eb |
completed | April 29, 2026, 6:36 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0c8256ede08190a95e0074245e9eff |
completed | May 19, 2026, 3:31 p.m. |
| NEDg | Description generation | batch_6a0ca6efb0d88190bf15b18cc3f12482 |
completed | May 19, 2026, 6:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ca819f6dc8190852bb3c06768ac5a |
completed | May 19, 2026, 6:12 p.m. |
Created at: April 17, 2026, 5:54 p.m.