Triple

T23270893
Position Surface form Disambiguated ID Type / Status
Subject Central District E588285 entity
Predicate capital P234 FINISHED
Object Serowe
Serowe is one of Botswana’s largest and historically significant villages, known as a traditional center of the Bamangwato people and a key administrative and cultural hub.
 E1577184 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: Serowe | Statement: [Central District, capital, Serowe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Serowe
Context triple: [Central District, capital, Serowe]
  • A. Keetmanshoop
    Keetmanshoop is a historic town in southern Namibia known as a regional commercial center and gateway to the surrounding semi-desert landscapes.
  • B. Groblershoop
    Groblershoop is a small town in South Africa’s Northern Cape province, known as an agricultural center in the Orange River wine and grape-growing region.
  • C. Otjiwarongo
    Otjiwarongo is a town in central Namibia known as a key commercial and transport hub for the surrounding agricultural and wildlife regions.
  • D. Nkongsamba
    Nkongsamba is a major city in western Cameroon known historically as a commercial and agricultural hub, particularly for coffee production, and as a former terminus of the railway from Douala.
  • E. Otjinene
    Otjinene is a small rural settlement in eastern Namibia that serves as a local center for the surrounding farming communities in the Omaheke Region.
  • 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: Serowe
Triple: [Central District, capital, Serowe]
Generated description
Serowe is one of Botswana’s largest and historically significant villages, known as a traditional center of the Bamangwato people and a key administrative and cultural hub.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Serowe
Target entity description: Serowe is one of Botswana’s largest and historically significant villages, known as a traditional center of the Bamangwato people and a key administrative and cultural hub.
  • A. Keetmanshoop
    Keetmanshoop is a historic town in southern Namibia known as a regional commercial center and gateway to the surrounding semi-desert landscapes.
  • B. Groblershoop
    Groblershoop is a small town in South Africa’s Northern Cape province, known as an agricultural center in the Orange River wine and grape-growing region.
  • C. Otjiwarongo
    Otjiwarongo is a town in central Namibia known as a key commercial and transport hub for the surrounding agricultural and wildlife regions.
  • D. Nkongsamba
    Nkongsamba is a major city in western Cameroon known historically as a commercial and agricultural hub, particularly for coffee production, and as a former terminus of the railway from Douala.
  • E. Otjinene
    Otjinene is a small rural settlement in eastern Namibia that serves as a local center for the surrounding farming communities in the Omaheke Region.
  • 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_69e25d148adc819088efbf42672604e9 completed April 17, 2026, 4:17 p.m.
NER Named-entity recognition batch_69f1957418fc819085ee528622e0c6de completed April 29, 2026, 5:21 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3f7797a481909c56589d1d3292ea completed May 19, 2026, 10:46 a.m.
NEDg Description generation batch_6a0c40297d3c8190b366b60cec3dbbf8 completed May 19, 2026, 10:49 a.m.
NED2 Entity disambiguation (via description) batch_6a0c40ffd67481908931ffc2d91fb02b completed May 19, 2026, 10:52 a.m.
Created at: April 17, 2026, 4:45 p.m.