Triple

T8074076
Position Surface form Disambiguated ID Type / Status
Subject Simiyu Region E188448 entity
Predicate hasSettlement P1068 FINISHED
Object Maswa
Maswa is a town and administrative district in northern Tanzania, known for its agricultural activities within the Simiyu Region.
 E712469 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: Maswa | Statement: [Simiyu Region, hasSettlement, Maswa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Maswa
Context triple: [Simiyu Region, hasSettlement, Maswa]
  • A. Mzuzu
    Mzuzu is a major city in northern Malawi known as an important commercial and administrative center for the region.
  • B. Nyazura
    Nyazura is a small town in eastern Zimbabwe situated along the main road and railway linking Harare and Mutare.
  • C. Njomza
    Njomza is a Kosovo-born, Chicago-raised singer-songwriter known for her R&B-influenced pop music and for co-writing major hits like Ariana Grande’s “7 Rings.”
  • D. Mtubatuba
    Mtubatuba is a small town in northeastern KwaZulu-Natal, South Africa, serving as a gateway to the iSimangaliso Wetland Park and nearby wildlife reserves.
  • E. Mhangura
    Mhangura is a small mining town in northern Zimbabwe known historically for its copper production.
  • 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: Maswa
Triple: [Simiyu Region, hasSettlement, Maswa]
Generated description
Maswa is a town and administrative district in northern Tanzania, known for its agricultural activities within the Simiyu Region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Maswa
Target entity description: Maswa is a town and administrative district in northern Tanzania, known for its agricultural activities within the Simiyu Region.
  • A. Mzuzu
    Mzuzu is a major city in northern Malawi known as an important commercial and administrative center for the region.
  • B. Nyazura
    Nyazura is a small town in eastern Zimbabwe situated along the main road and railway linking Harare and Mutare.
  • C. Njomza
    Njomza is a Kosovo-born, Chicago-raised singer-songwriter known for her R&B-influenced pop music and for co-writing major hits like Ariana Grande’s “7 Rings.”
  • D. Mtubatuba
    Mtubatuba is a small town in northeastern KwaZulu-Natal, South Africa, serving as a gateway to the iSimangaliso Wetland Park and nearby wildlife reserves.
  • E. Mhangura
    Mhangura is a small mining town in northern Zimbabwe known historically for its copper production.
  • 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_69ca82b50c708190863f661d438e68df completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb404a98408190b6c8eecb95ad086d completed March 31, 2026, 3:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc93e568388190a518baa0badefea4 completed April 1, 2026, 3:41 a.m.
NEDg Description generation batch_69cc969e0ecc8190973658542d1406bc completed April 1, 2026, 3:53 a.m.
NED2 Entity disambiguation (via description) batch_69cc9771b6e48190bd5f45c3f8853890 completed April 1, 2026, 3:56 a.m.
Created at: March 30, 2026, 5:27 p.m.