Triple

T16356207
Position Surface form Disambiguated ID Type / Status
Subject Ngwenyama E397184 entity
Predicate partOf P40 FINISHED
Object Swazi traditional governance
Swazi traditional governance is the indigenous political and social system of Eswatini, centered on the monarchy, customary law, and community-based authority structures.
E1207930 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: Swazi traditional governance | Statement: [Ngwenyama, partOf, Swazi traditional governance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Swazi traditional governance
Context triple: [Ngwenyama, partOf, Swazi traditional governance]
  • A. Atyap Traditional Authority
    Atyap Traditional Authority is the customary governing institution of the Atyap people in southern Kaduna State, Nigeria, overseeing their cultural, social, and traditional affairs under the leadership of a paramount chief.
  • B. Batlokwa tribal administration
    The Batlokwa tribal administration is the traditional governing body of the Batlokwa people, overseeing customary leadership, land allocation, and local affairs in and around Tlokweng.
  • C. 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.
  • D. Zulu customary law
    Zulu customary law is the traditional legal system of the Zulu people, encompassing their indigenous rules, norms, and practices that regulate social, familial, and political life.
  • E. Mthethwa Paramountcy
    The Mthethwa Paramountcy was a powerful pre-Zulu confederation of Nguni chiefdoms in southeastern Africa that laid the political and military foundations for the rise of the Zulu Kingdom.
  • 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: Swazi traditional governance
Triple: [Ngwenyama, partOf, Swazi traditional governance]
Generated description
Swazi traditional governance is the indigenous political and social system of Eswatini, centered on the monarchy, customary law, and community-based authority structures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Swazi traditional governance
Target entity description: Swazi traditional governance is the indigenous political and social system of Eswatini, centered on the monarchy, customary law, and community-based authority structures.
  • A. Atyap Traditional Authority
    Atyap Traditional Authority is the customary governing institution of the Atyap people in southern Kaduna State, Nigeria, overseeing their cultural, social, and traditional affairs under the leadership of a paramount chief.
  • B. Batlokwa tribal administration
    The Batlokwa tribal administration is the traditional governing body of the Batlokwa people, overseeing customary leadership, land allocation, and local affairs in and around Tlokweng.
  • C. 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.
  • D. Zulu customary law
    Zulu customary law is the traditional legal system of the Zulu people, encompassing their indigenous rules, norms, and practices that regulate social, familial, and political life.
  • E. Mthethwa Paramountcy
    The Mthethwa Paramountcy was a powerful pre-Zulu confederation of Nguni chiefdoms in southeastern Africa that laid the political and military foundations for the rise of the Zulu Kingdom.
  • 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_69d87f2778dc8190aa95c7572db127e6 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e2facf67e0819089a23ce6f5642fbe completed April 18, 2026, 3:30 a.m.
NED1 Entity disambiguation (via context triple) batch_6a002dbaacd88190b2c90c5be2832307 completed May 10, 2026, 7:03 a.m.
NEDg Description generation batch_6a002e92e840819080219d51dd6ddb34 completed May 10, 2026, 7:06 a.m.
NED2 Entity disambiguation (via description) batch_6a002f171b588190b4690a28657fa76e completed May 10, 2026, 7:09 a.m.
Created at: April 10, 2026, 5:07 a.m.