Triple

T10787191
Position Surface form Disambiguated ID Type / Status
Subject Southern Province, Zambia E254479 entity
Predicate containsDistrict P22582 FINISHED
Object Monze District
Monze District is an administrative district in southern Zambia known for its agricultural activities and the town of Monze as its main urban center.
E889071 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: Monze District | Statement: [Southern Province, Zambia, containsDistrict, Monze District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Monze District
Context triple: [Southern Province, Zambia, containsDistrict, Monze District]
  • A. Katete District
    Katete District is an administrative region in Zambia’s Eastern Province, known for its agricultural communities and its location along the key Great East Road corridor.
  • B. Katakwi District
    Katakwi District is an administrative district in eastern Uganda, predominantly inhabited by the Iteso ethnic group and known for its agro-pastoral communities.
  • C. Goromonzi District
    Goromonzi District is an administrative district in northeastern Zimbabwe known for its agricultural activities and proximity to the capital, Harare.
  • D. Sinda District
    Sinda District is an administrative district in Zambia’s Eastern Province, known for its agricultural communities and location along the major Great East Road corridor.
  • E. Itezhi-Tezhi District
    Itezhi-Tezhi District is an administrative region in Zambia known for encompassing the Itezhi-Tezhi Dam and parts of the Kafue National Park.
  • 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: Monze District
Triple: [Southern Province, Zambia, containsDistrict, Monze District]
Generated description
Monze District is an administrative district in southern Zambia known for its agricultural activities and the town of Monze as its main urban center.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Monze District
Target entity description: Monze District is an administrative district in southern Zambia known for its agricultural activities and the town of Monze as its main urban center.
  • A. Katete District
    Katete District is an administrative region in Zambia’s Eastern Province, known for its agricultural communities and its location along the key Great East Road corridor.
  • B. Katakwi District
    Katakwi District is an administrative district in eastern Uganda, predominantly inhabited by the Iteso ethnic group and known for its agro-pastoral communities.
  • C. Goromonzi District
    Goromonzi District is an administrative district in northeastern Zimbabwe known for its agricultural activities and proximity to the capital, Harare.
  • D. Sinda District
    Sinda District is an administrative district in Zambia’s Eastern Province, known for its agricultural communities and location along the major Great East Road corridor.
  • E. Itezhi-Tezhi District
    Itezhi-Tezhi District is an administrative region in Zambia known for encompassing the Itezhi-Tezhi Dam and parts of the Kafue National Park.
  • 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_69d6aa609f008190a294200aefcb7bd5 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d732d5422481908d7ab833c6cbc879 completed April 9, 2026, 5:02 a.m.
NED1 Entity disambiguation (via context triple) batch_69deb0c85d288190b13b1bc66921332c completed April 14, 2026, 9:25 p.m.
NEDg Description generation batch_69dec2534728819095b3693120772da9 completed April 14, 2026, 10:40 p.m.
NED2 Entity disambiguation (via description) batch_69dec79b1b548190a74312284f98551c completed April 14, 2026, 11:02 p.m.
Created at: April 8, 2026, 9:17 p.m.