Triple

T5825681
Position Surface form Disambiguated ID Type / Status
Subject Mfecane E129216 entity
Predicate hasKeyGroup P46138 FINISHED
Object Hlubi
The Hlubi are a Southern African ethnic group historically known for their involvement in the Mfecane upheavals and their Nguni cultural and linguistic heritage.
 E547123 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: Hlubi | Statement: [Mfecane, hasKeyGroup, Hlubi]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Hlubi
Context triple: [Mfecane, hasKeyGroup, Hlubi]
  • A. Haravgi
    Haravgi is a Cypriot newspaper that serves as the main press organ of the left-wing Progressive Party of Working People (AKEL).
  • B. Umblu
    Umblu is a small Estonian island that forms part of Viimsi Parish in northern Estonia.
  • C. Krakhuna
    Krakhuna is a Georgian white grape variety from the Imereti region, known for producing aromatic, full-bodied wines with pronounced acidity.
  • D. Huvishka
    Huvishka was a prominent Kushan emperor of the 2nd century CE, known for his extensive coinage and role in consolidating the empire’s power and cultural diversity across Central and South Asia.
  • E. Wolumla
    Wolumla is a small rural village in New South Wales, Australia, situated inland from the Sapphire Coast and known for its farming community and quiet country character.
  • 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: Hlubi
Triple: [Mfecane, hasKeyGroup, Hlubi]
Generated description
The Hlubi are a Southern African ethnic group historically known for their involvement in the Mfecane upheavals and their Nguni cultural and linguistic heritage.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Hlubi
Target entity description: The Hlubi are a Southern African ethnic group historically known for their involvement in the Mfecane upheavals and their Nguni cultural and linguistic heritage.
  • A. Haravgi
    Haravgi is a Cypriot newspaper that serves as the main press organ of the left-wing Progressive Party of Working People (AKEL).
  • B. Umblu
    Umblu is a small Estonian island that forms part of Viimsi Parish in northern Estonia.
  • C. Krakhuna
    Krakhuna is a Georgian white grape variety from the Imereti region, known for producing aromatic, full-bodied wines with pronounced acidity.
  • D. Huvishka
    Huvishka was a prominent Kushan emperor of the 2nd century CE, known for his extensive coinage and role in consolidating the empire’s power and cultural diversity across Central and South Asia.
  • E. Wolumla
    Wolumla is a small rural village in New South Wales, Australia, situated inland from the Sapphire Coast and known for its farming community and quiet country character.
  • 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_69c00849d55481908b4f9f5543e0bf6d completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0341a85988190be988f1c0722da66 completed March 22, 2026, 6:25 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0985e3e748190abcc226abdcdb4b5 completed March 23, 2026, 1:33 a.m.
NEDg Description generation batch_69c098f465cc819088241200306bd273 completed March 23, 2026, 1:35 a.m.
NED2 Entity disambiguation (via description) batch_69c09978ab548190934bc9517444f8a7 completed March 23, 2026, 1:38 a.m.
Created at: March 22, 2026, 3:53 p.m.