Triple

T5829428
Position Surface form Disambiguated ID Type / Status
Subject Changana E129307 entity
Predicate hasAlternativeName P39 FINISHED
Object Xichangana
Xichangana is a Bantu language spoken primarily in southern Mozambique and parts of South Africa and Eswatini, closely related to Tsonga.
 E547889 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: Xichangana | Statement: [Changana, hasAlternativeName, Xichangana]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Xichangana
Context triple: [Changana, hasAlternativeName, Xichangana]
  • A. Xesibe
    Xesibe are a subgroup or clan of the Xhosa people in South Africa, sharing the broader Xhosa language and cultural heritage while maintaining their own distinct lineage and traditions.
  • B. Xai-Xai
    Xai-Xai is a coastal city in southern Mozambique that serves as the capital of Gaza Province and a regional center for agriculture, fishing, and tourism.
  • C. Chaxiraxi
    Chaxiraxi is a principal mother-goddess figure in the traditional religion of the Guanche people of the Canary Islands, often associated with fertility, protection, and later syncretized with the Virgin Mary.
  • D. Chamiti
    Chamiti is the summit that forms the highest peak of Mount Vermio in northern Greece.
  • E. Qichao
    Qichao is the given name of Liang Qichao, a prominent late Qing and early Republican Chinese scholar, journalist, and reformist thinker.
  • 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: Xichangana
Triple: [Changana, hasAlternativeName, Xichangana]
Generated description
Xichangana is a Bantu language spoken primarily in southern Mozambique and parts of South Africa and Eswatini, closely related to Tsonga.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Xichangana
Target entity description: Xichangana is a Bantu language spoken primarily in southern Mozambique and parts of South Africa and Eswatini, closely related to Tsonga.
  • A. Xesibe
    Xesibe are a subgroup or clan of the Xhosa people in South Africa, sharing the broader Xhosa language and cultural heritage while maintaining their own distinct lineage and traditions.
  • B. Xai-Xai
    Xai-Xai is a coastal city in southern Mozambique that serves as the capital of Gaza Province and a regional center for agriculture, fishing, and tourism.
  • C. Chaxiraxi
    Chaxiraxi is a principal mother-goddess figure in the traditional religion of the Guanche people of the Canary Islands, often associated with fertility, protection, and later syncretized with the Virgin Mary.
  • D. Chamiti
    Chamiti is the summit that forms the highest peak of Mount Vermio in northern Greece.
  • E. Qichao
    Qichao is the given name of Liang Qichao, a prominent late Qing and early Republican Chinese scholar, journalist, and reformist thinker.
  • 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_69c0346905848190a8f541401da05604 completed March 22, 2026, 6:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69c09866fd248190b4248a993051b732 completed March 23, 2026, 1:33 a.m.
NEDg Description generation batch_69c0995672f08190acce2a14266ccf6a completed March 23, 2026, 1:37 a.m.
NED2 Entity disambiguation (via description) batch_69c099fefd6c8190ae1b4480ef133f02 completed March 23, 2026, 1:40 a.m.
Created at: March 22, 2026, 3:54 p.m.