Triple

T15612310
Position Surface form Disambiguated ID Type / Status
Subject Manyara Region E375327 entity
Predicate contains P35 FINISHED
Object Babati Town Council
Babati Town Council is the local government authority responsible for administering and providing public services to the urban area of Babati in northern Tanzania.
E1166042 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: Babati Town Council | Statement: [Manyara Region, contains, Babati Town Council]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Babati Town Council
Context triple: [Manyara Region, contains, Babati Town Council]
  • A. Moshi District Council
    Moshi District Council is the local government authority responsible for administering and providing public services in Moshi Rural District in Tanzania.
  • B. Mpanda Town Council
    Mpanda Town Council is the local government authority responsible for administering and providing public services in the urban area of Mpanda in western Tanzania.
  • C. Tanga City Council
    Tanga City Council is the local government authority responsible for administering and providing public services in the coastal city of Tanga in northeastern Tanzania.
  • D. Ilemela District
    Ilemela District is an administrative district and urban area within Tanzania’s Mwanza Region, encompassing part of the city of Mwanza along the shores of Lake Victoria.
  • E. Banaadir Regional Administration
    The Banaadir Regional Administration is the local governmental authority responsible for managing and overseeing public affairs in Somalia’s Banaadir region, which includes the capital city, Mogadishu.
  • 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: Babati Town Council
Triple: [Manyara Region, contains, Babati Town Council]
Generated description
Babati Town Council is the local government authority responsible for administering and providing public services to the urban area of Babati in northern Tanzania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Babati Town Council
Target entity description: Babati Town Council is the local government authority responsible for administering and providing public services to the urban area of Babati in northern Tanzania.
  • A. Moshi District Council
    Moshi District Council is the local government authority responsible for administering and providing public services in Moshi Rural District in Tanzania.
  • B. Mpanda Town Council
    Mpanda Town Council is the local government authority responsible for administering and providing public services in the urban area of Mpanda in western Tanzania.
  • C. Tanga City Council
    Tanga City Council is the local government authority responsible for administering and providing public services in the coastal city of Tanga in northeastern Tanzania.
  • D. Ilemela District
    Ilemela District is an administrative district and urban area within Tanzania’s Mwanza Region, encompassing part of the city of Mwanza along the shores of Lake Victoria.
  • E. Banaadir Regional Administration
    The Banaadir Regional Administration is the local governmental authority responsible for managing and overseeing public affairs in Somalia’s Banaadir region, which includes the capital city, Mogadishu.
  • 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_69d85ccf2794819096cda4cbcb02d478 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e8148a0819087d6d69cc84487ca completed April 16, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff56d91f208190a11f0d208970145b completed May 9, 2026, 3:46 p.m.
NEDg Description generation batch_69ff57f1b5488190a3200ec3707b0eee completed May 9, 2026, 3:51 p.m.
NED2 Entity disambiguation (via description) batch_69ff585cff9081908e7ce481cc653167 completed May 9, 2026, 3:53 p.m.
Created at: April 10, 2026, 4:13 a.m.