Triple

T11315690
Position Surface form Disambiguated ID Type / Status
Subject Tlokweng E267958 entity
Predicate hasTribalAuthority P98456 FINISHED
Object 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.
E917505 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: Batlokwa tribal administration | Statement: [Tlokweng, hasTribalAuthority, Batlokwa tribal administration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Batlokwa tribal administration
Context triple: [Tlokweng, hasTribalAuthority, Batlokwa tribal administration]
  • A. Mutwa community
    The Mutwa community is a Muslim pastoral and artisan group of the Kutch region, known for its distinctive embroidery, nomadic heritage, and cultural traditions in the Rann of Kutch.
  • B. 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.
  • C. Tchambuli society
    Tchambuli society is an indigenous community from Papua New Guinea whose gender roles and social organization were famously analyzed by Margaret Mead to challenge Western assumptions about sex and temperament.
  • D. Singu Township
    Singu Township is an administrative township in central Myanmar, located within the Mandalay Region.
  • E. Mabalako
    Mabalako is a health zone in North Kivu Province in the eastern Democratic Republic of the Congo, known for being heavily affected by Ebola outbreaks.
  • 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: Batlokwa tribal administration
Triple: [Tlokweng, hasTribalAuthority, Batlokwa tribal administration]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Batlokwa tribal administration
Target entity description: 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.
  • A. Mutwa community
    The Mutwa community is a Muslim pastoral and artisan group of the Kutch region, known for its distinctive embroidery, nomadic heritage, and cultural traditions in the Rann of Kutch.
  • B. 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.
  • C. Tchambuli society
    Tchambuli society is an indigenous community from Papua New Guinea whose gender roles and social organization were famously analyzed by Margaret Mead to challenge Western assumptions about sex and temperament.
  • D. Singu Township
    Singu Township is an administrative township in central Myanmar, located within the Mandalay Region.
  • E. Mabalako
    Mabalako is a health zone in North Kivu Province in the eastern Democratic Republic of the Congo, known for being heavily affected by Ebola outbreaks.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasTribalAuthority
Context triple: [Tlokweng, hasTribalAuthority, Batlokwa tribal administration]
  • A. hasTribalAssociation
    Indicates that an entity is affiliated with, belongs to, or is formally associated with a particular tribe or tribal group.
  • B. hasTribalPresence
    Indicates that a tribal group is present, active, or represented in relation to the referenced entity or location.
  • C. hasTribalChairperson
    Indicates that an entity is associated with a specific tribal chairperson who serves as its leader or official representative.
  • D. hasTribalEnrollment
    Indicates that an entity is formally enrolled as a member of a specific tribe or tribal nation.
  • E. hasTribalCitizens
    Indicates that one or more individuals are recognized as official members or citizens of a particular tribe.
  • F. None of above. chosen

Provenance (7 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_69d6aaca5c24819083db46a30d86cb34 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9c2c7b081909af8acebc8aa93aa completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69e50a9e66588190b71e0f60133a8995 completed April 19, 2026, 5:02 p.m.
NEDg Description generation batch_69e510fc537c8190bbf11c8fd6e5764b completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e516d0910481908fee176db0d9229b completed April 19, 2026, 5:54 p.m.
PD Predicate disambiguation batch_69d787ad575081908274280bf75d95fd completed April 9, 2026, 11:04 a.m.
PDg Predicate description generation batch_69d796d049e88190a9fd7508f477f541 completed April 9, 2026, 12:08 p.m.
Created at: April 8, 2026, 9:32 p.m.