Triple

T14591123
Position Surface form Disambiguated ID Type / Status
Subject Husuni Kubwa palace E342444 entity
Predicate associatedWith P37 FINISHED
Object Kilwa Sultanate
The Kilwa Sultanate was a powerful medieval Swahili trading state on the East African coast that dominated Indian Ocean commerce in gold, ivory, and other goods between the 10th and 16th centuries.
E68268 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: Kilwa Sultanate | Statement: [Husuni Kubwa palace, associatedWith, Kilwa Sultanate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kilwa Sultanate
Context triple: [Husuni Kubwa palace, associatedWith, Kilwa Sultanate]
  • A. Kilwa Kisiwani
    Kilwa Kisiwani is a historic Swahili coastal city-state in present-day Tanzania that flourished as a powerful center of Indian Ocean trade between Africa, Arabia, and Asia from the medieval period onward.
  • B. Kilwa Masoko
    Kilwa Masoko is a coastal town in southeastern Tanzania known as a local hub for fishing, trade, and access to the historic Kilwa Kisiwani ruins.
  • C. Mutapa Kingdom
    The Mutapa Kingdom was a powerful Shona state in south-central Africa, renowned for its control of regional gold trade and its political dominance following the decline of Great Zimbabwe.
  • D. Maravi Empire
    The Maravi Empire was a powerful precolonial Central African state that flourished from about the 15th to 18th centuries in the region of present-day Malawi, Mozambique, and Zambia, serving as an important center of trade and culture for the Chewa and related peoples.
  • E. Wadai Sultanate
    The Wadai Sultanate was a powerful pre-colonial Islamic kingdom in central Africa, centered in what is now eastern Chad, that dominated regional trade and politics from the early modern period until French conquest in the early 20th century.
  • 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: Kilwa Sultanate
Triple: [Husuni Kubwa palace, associatedWith, Kilwa Sultanate]
Generated description
The Kilwa Sultanate was a powerful medieval Swahili trading state on the East African coast that dominated Indian Ocean commerce in gold, ivory, and other goods between the 10th and 16th centuries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kilwa Sultanate
Target entity description: The Kilwa Sultanate was a powerful medieval Swahili trading state on the East African coast that dominated Indian Ocean commerce in gold, ivory, and other goods between the 10th and 16th centuries.
  • A. Kilwa Kisiwani chosen
    Kilwa Kisiwani is a historic Swahili coastal city-state in present-day Tanzania that flourished as a powerful center of Indian Ocean trade between Africa, Arabia, and Asia from the medieval period onward.
  • B. Kilwa Masoko
    Kilwa Masoko is a coastal town in southeastern Tanzania known as a local hub for fishing, trade, and access to the historic Kilwa Kisiwani ruins.
  • C. Mutapa Kingdom
    The Mutapa Kingdom was a powerful Shona state in south-central Africa, renowned for its control of regional gold trade and its political dominance following the decline of Great Zimbabwe.
  • D. Maravi Empire
    The Maravi Empire was a powerful precolonial Central African state that flourished from about the 15th to 18th centuries in the region of present-day Malawi, Mozambique, and Zambia, serving as an important center of trade and culture for the Chewa and related peoples.
  • E. Wadai Sultanate
    The Wadai Sultanate was a powerful pre-colonial Islamic kingdom in central Africa, centered in what is now eastern Chad, that dominated regional trade and politics from the early modern period until French conquest in the early 20th century.
  • F. None of above.

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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4249af08190962009741d1f7d41 completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fe729f894881908647da558bef1031 completed May 8, 2026, 11:32 p.m.
NEDg Description generation batch_69fe732a6e148190814cf358bafb76b4 completed May 8, 2026, 11:35 p.m.
NED2 Entity disambiguation (via description) batch_69fe73fe39508190aa9b78617b729b51 completed May 8, 2026, 11:38 p.m.
Created at: April 10, 2026, 1:24 a.m.