Triple

T8771679
Position Surface form Disambiguated ID Type / Status
Subject Oromo people E208476 entity
Predicate traditionalSocialSystem P2455 FINISHED
Object Gadaa system
The Gadaa system is an indigenous Oromo socio-political and cultural institution that organizes society into age-based grades with rotating leadership, democratic governance, and codified laws.
E757892 NE FINISHED

How this triple was built (5 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: Gadaa system | Statement: [Oromo people, traditionalSocialSystem, Gadaa system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gadaa system
Context triple: [Oromo people, traditionalSocialSystem, Gadaa system]
  • A. aliʻi (chiefly) system
    The aliʻi (chiefly) system was the hierarchical social and political structure of traditional Hawaiian society, in which hereditary chiefs held authority over land, resources, and governance.
  • B. Bhaca polity
    The Bhaca polity is a traditional Xhosa-speaking chiefdom in South Africa, historically centered in the Eastern Cape and known for its distinct lineage and cultural identity within the broader Xhosa world.
  • C. Jamahiriya system
    The Jamahiriya system was Muammar Gaddafi’s idiosyncratic form of direct democracy in Libya, based on people’s congresses and committees and outlined in his Green Book as an alternative to traditional representative government.
  • D. Takhtajan system
    The Takhtajan system is an influential 20th-century classification of flowering plants developed by Armenian-Russian botanist Armen Takhtajan, notable for its detailed phylogenetic approach and extensive use in botanical taxonomy before being superseded by molecular-based systems.
  • E. Eight Banners system
    The Eight Banners system was a Manchu military and social organization that structured Qing dynasty society into hereditary banner units, forming the core of its army and ruling elite.
  • 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: Gadaa system
Triple: [Oromo people, traditionalSocialSystem, Gadaa system]
Generated description
The Gadaa system is an indigenous Oromo socio-political and cultural institution that organizes society into age-based grades with rotating leadership, democratic governance, and codified laws.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gadaa system
Target entity description: The Gadaa system is an indigenous Oromo socio-political and cultural institution that organizes society into age-based grades with rotating leadership, democratic governance, and codified laws.
  • A. aliʻi (chiefly) system
    The aliʻi (chiefly) system was the hierarchical social and political structure of traditional Hawaiian society, in which hereditary chiefs held authority over land, resources, and governance.
  • B. Bhaca polity
    The Bhaca polity is a traditional Xhosa-speaking chiefdom in South Africa, historically centered in the Eastern Cape and known for its distinct lineage and cultural identity within the broader Xhosa world.
  • C. Jamahiriya system
    The Jamahiriya system was Muammar Gaddafi’s idiosyncratic form of direct democracy in Libya, based on people’s congresses and committees and outlined in his Green Book as an alternative to traditional representative government.
  • D. Takhtajan system
    The Takhtajan system is an influential 20th-century classification of flowering plants developed by Armenian-Russian botanist Armen Takhtajan, notable for its detailed phylogenetic approach and extensive use in botanical taxonomy before being superseded by molecular-based systems.
  • E. Eight Banners system
    The Eight Banners system was a Manchu military and social organization that structured Qing dynasty society into hereditary banner units, forming the core of its army and ruling elite.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: traditionalSocialSystem
Context triple: [Oromo people, traditionalSocialSystem, Gadaa system]
  • A. socialSystem chosen
    Indicates a relationship where entities are organized into a structured set of social roles, norms, and interactions that govern their collective behavior.
  • B. socialType
    Indicates the category or nature of a social relationship or interaction that exists between entities.
  • C. socialMedia
    Indicates a relationship where one entity uses, is associated with, or interacts through social networking or content-sharing platforms with another entity.
  • D. socialBase
    Indicates a foundational social relationship or structure that underlies or supports interactions between entities.
  • E. socialSphere
    Indicates the social environment or network within which an entity regularly interacts or maintains relationships.
  • F. None of above.

Provenance (6 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_69ca835edb4481909b4aafb616dc5eb7 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5f2c54c08190a904723d1f0527a4 completed March 31, 2026, 11:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf51b7d05c8190b84e02a8796d3422 completed April 3, 2026, 5:35 a.m.
NEDg Description generation batch_69cf55016d108190b6de72787962564f completed April 3, 2026, 5:49 a.m.
NED2 Entity disambiguation (via description) batch_69cf55940918819088ed8a6ea2f8f460 completed April 3, 2026, 5:52 a.m.
PD Predicate disambiguation batch_69cc5c1aff3881908be6a9cbc9f50461 completed March 31, 2026, 11:43 p.m.
Created at: March 30, 2026, 6:41 p.m.