Triple

T14590964
Position Surface form Disambiguated ID Type / Status
Subject Kilwa District E342440 entity
Predicate administrativeCentre P1474 FINISHED
Object 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.
E1112446 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 Masoko | Statement: [Kilwa District, administrativeCentre, Kilwa Masoko]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Kilwa Masoko
Context triple: [Kilwa District, administrativeCentre, Kilwa Masoko]
  • 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. Songo Mnara
    Songo Mnara is a historic Swahili coastal town in Tanzania known for its well-preserved stone ruins and significance as a medieval Indian Ocean trading center.
  • C. Great Mosque of Kilwa
    The Great Mosque of Kilwa is a historic congregational mosque on the Swahili Coast of Tanzania, renowned as one of the oldest and most important Islamic architectural sites in East Africa.
  • D. Ruins of Kilwa Kisiwani and Ruins of Songo Mnara
    The Ruins of Kilwa Kisiwani and Ruins of Songo Mnara are a UNESCO World Heritage Site in Tanzania comprising the remains of powerful medieval Swahili trading cities that once dominated commerce along the East African coast.
  • E. Sofala
    Sofala is a historic coastal city in present-day Mozambique that served as a key Swahili and Indian Ocean trading port, especially for gold, from the medieval period onward.
  • 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 Masoko
Triple: [Kilwa District, administrativeCentre, Kilwa Masoko]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Kilwa Masoko
Target entity description: 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.
  • 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. Songo Mnara
    Songo Mnara is a historic Swahili coastal town in Tanzania known for its well-preserved stone ruins and significance as a medieval Indian Ocean trading center.
  • C. Great Mosque of Kilwa
    The Great Mosque of Kilwa is a historic congregational mosque on the Swahili Coast of Tanzania, renowned as one of the oldest and most important Islamic architectural sites in East Africa.
  • D. Ruins of Kilwa Kisiwani and Ruins of Songo Mnara
    The Ruins of Kilwa Kisiwani and Ruins of Songo Mnara are a UNESCO World Heritage Site in Tanzania comprising the remains of powerful medieval Swahili trading cities that once dominated commerce along the East African coast.
  • E. Sofala
    Sofala is a historic coastal city in present-day Mozambique that served as a key Swahili and Indian Ocean trading port, especially for gold, from the medieval period onward.
  • 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_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_69fdd5c79c488190a134d2b0435e899e completed May 8, 2026, 12:23 p.m.
NEDg Description generation batch_69fdd8c28a3c8190920b2fbd6042c81b completed May 8, 2026, 12:36 p.m.
NED2 Entity disambiguation (via description) batch_69fdda29b1508190aedc98ed9c3583f4 completed May 8, 2026, 12:42 p.m.
Created at: April 10, 2026, 1:24 a.m.