Triple

T418241
Position Surface form Disambiguated ID Type / Status
Subject Gauteng E8041 entity
Predicate officialLanguage P236 FINISHED
Object Swati
Swati is a Bantu language of the Nguni group, primarily spoken in Eswatini and parts of South Africa.
 E58238 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: Swati | Statement: [Gauteng, officialLanguage, Swati]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Swati
Context triple: [Gauteng, officialLanguage, Swati]
  • A. Indravati
    Indravati is a significant river in central India that flows through states like Chhattisgarh and Odisha before joining the Godavari River.
  • B. Narmada
    Narmada is a major river in central India, revered in Hinduism and known for flowing westward into the Arabian Sea through a deep rift valley.
  • C. Saraswati
    Saraswati is the Hindu goddess of knowledge, wisdom, music, and the arts, revered as the divine embodiment of learning and creative inspiration.
  • D. Yamuna
    Yamuna is a major sacred river of northern India, flowing through cities like Delhi and Agra and serving as a key tributary of the Ganges.
  • E. Chambal River
    The Chambal River is a major river in central India known for its deep ravines, wildlife-rich sanctuary areas, and role as a significant tributary of the Yamuna.
  • 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: Swati
Triple: [Gauteng, officialLanguage, Swati]
Generated description
Swati is a Bantu language of the Nguni group, primarily spoken in Eswatini and parts of South Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Swati
Target entity description: Swati is a Bantu language of the Nguni group, primarily spoken in Eswatini and parts of South Africa.
  • A. Indravati
    Indravati is a significant river in central India that flows through states like Chhattisgarh and Odisha before joining the Godavari River.
  • B. Narmada
    Narmada is a major river in central India, revered in Hinduism and known for flowing westward into the Arabian Sea through a deep rift valley.
  • C. Saraswati
    Saraswati is the Hindu goddess of knowledge, wisdom, music, and the arts, revered as the divine embodiment of learning and creative inspiration.
  • D. Yamuna
    Yamuna is a major sacred river of northern India, flowing through cities like Delhi and Agra and serving as a key tributary of the Ganges.
  • E. Chambal River
    The Chambal River is a major river in central India known for its deep ravines, wildlife-rich sanctuary areas, and role as a significant tributary of the Yamuna.
  • 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_69a2e7f1d1bc81909cf2dc9754a3c334 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ee9059248190ba901680431914b5 completed Feb. 28, 2026, 1:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4528eab108190969f52eb0bc815f9 completed March 1, 2026, 2:51 p.m.
NEDg Description generation batch_69a4544a999081908680d3efc3a51e87 completed March 1, 2026, 2:59 p.m.
NED2 Entity disambiguation (via description) batch_69a454adfa2c819093e0ef4ae286a99b completed March 1, 2026, 3:01 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.