Triple

T14998554
Position Surface form Disambiguated ID Type / Status
Subject Same District E374022 entity
Predicate hasBorderWith P224 FINISHED
Object Lushoto District
Lushoto District is an administrative district in Tanzania’s Tanga Region, known for its cool climate, mountainous landscapes, and the scenic Usambara Mountains.
E1171188 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: Lushoto District | Statement: [Same District, hasBorderWith, Lushoto District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Lushoto District
Context triple: [Same District, hasBorderWith, Lushoto District]
  • A. Nyimba District
    Nyimba District is an administrative district in Zambia’s Eastern Province, situated along the Great East Road and known for its predominantly rural communities and agricultural activities.
  • B. Manyoni District
    Manyoni District is an administrative district in central Tanzania, known for its location along major transport routes and its largely rural, semi-arid landscape.
  • C. Ukerewe District
    Ukerewe District is an administrative district in Tanzania’s Mwanza Region that encompasses Ukerewe Island and surrounding islands in Lake Victoria.
  • D. Mwenezi District
    Mwenezi District is a largely rural administrative district in southern Zimbabwe known for its cattle ranching, sugar estates, and semi-arid landscapes.
  • E. Ngora District
    Ngora District is an administrative district in eastern Uganda, predominantly inhabited by the Iteso people and known for its agricultural economy.
  • 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: Lushoto District
Triple: [Same District, hasBorderWith, Lushoto District]
Generated description
Lushoto District is an administrative district in Tanzania’s Tanga Region, known for its cool climate, mountainous landscapes, and the scenic Usambara Mountains.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Lushoto District
Target entity description: Lushoto District is an administrative district in Tanzania’s Tanga Region, known for its cool climate, mountainous landscapes, and the scenic Usambara Mountains.
  • A. Nyimba District
    Nyimba District is an administrative district in Zambia’s Eastern Province, situated along the Great East Road and known for its predominantly rural communities and agricultural activities.
  • B. Manyoni District
    Manyoni District is an administrative district in central Tanzania, known for its location along major transport routes and its largely rural, semi-arid landscape.
  • C. Ukerewe District
    Ukerewe District is an administrative district in Tanzania’s Mwanza Region that encompasses Ukerewe Island and surrounding islands in Lake Victoria.
  • D. Mwenezi District
    Mwenezi District is a largely rural administrative district in southern Zimbabwe known for its cattle ranching, sugar estates, and semi-arid landscapes.
  • E. Ngora District
    Ngora District is an administrative district in eastern Uganda, predominantly inhabited by the Iteso people and known for its agricultural economy.
  • 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_69d85ccc84388190aa151e5173370c8d completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded71a5618819083ae96a79735ef98 completed April 15, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff6ec12de8819097cd83530e54f54b completed May 9, 2026, 5:28 p.m.
NEDg Description generation batch_69ff6f691b1c8190a5b6ede22f90a1d9 completed May 9, 2026, 5:31 p.m.
NED2 Entity disambiguation (via description) batch_69ff700c8c748190a24996936d591435 completed May 9, 2026, 5:34 p.m.
Created at: April 10, 2026, 2:54 a.m.