Triple
T15888852
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SHoP Architects |
E385262
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Botswana Innovation Hub
Botswana Innovation Hub is a science and technology park in Gaborone designed to foster innovation, research, and entrepreneurship in Botswana’s knowledge-based economy.
|
E1183365
|
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: Botswana Innovation Hub | Statement: [SHoP Architects, notableWork, Botswana Innovation Hub]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Botswana Innovation Hub Context triple: [SHoP Architects, notableWork, Botswana Innovation Hub]
-
A.
Highveld Techno Park
Highveld Techno Park is a prominent business and technology hub in Centurion, South Africa, hosting numerous corporate offices and tech-oriented companies.
-
B.
Southern District, Botswana
Southern District, Botswana is an administrative region in southern Botswana that includes the town of Lobatse and is known for its agricultural activities and proximity to the South African border.
-
C.
Central District, Botswana
Central District, Botswana is the country’s largest administrative district, encompassing vast semi-arid landscapes, salt pans like Ntwetwe Pan, and parts of the Kalahari region.
-
D.
East London Tech City
East London Tech City is a major technology and startup cluster in East London, centered around Old Street, known for its concentration of digital and creative companies.
-
E.
Industrial Court of Botswana
The Industrial Court of Botswana is a specialized labor court that adjudicates disputes between employers, employees, and trade unions within Botswana’s judicial system.
- 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: Botswana Innovation Hub Triple: [SHoP Architects, notableWork, Botswana Innovation Hub]
Generated description
Botswana Innovation Hub is a science and technology park in Gaborone designed to foster innovation, research, and entrepreneurship in Botswana’s knowledge-based economy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Botswana Innovation Hub Target entity description: Botswana Innovation Hub is a science and technology park in Gaborone designed to foster innovation, research, and entrepreneurship in Botswana’s knowledge-based economy.
-
A.
Highveld Techno Park
Highveld Techno Park is a prominent business and technology hub in Centurion, South Africa, hosting numerous corporate offices and tech-oriented companies.
-
B.
Southern District, Botswana
Southern District, Botswana is an administrative region in southern Botswana that includes the town of Lobatse and is known for its agricultural activities and proximity to the South African border.
-
C.
Central District, Botswana
Central District, Botswana is the country’s largest administrative district, encompassing vast semi-arid landscapes, salt pans like Ntwetwe Pan, and parts of the Kalahari region.
-
D.
East London Tech City
East London Tech City is a major technology and startup cluster in East London, centered around Old Street, known for its concentration of digital and creative companies.
-
E.
Industrial Court of Botswana
The Industrial Court of Botswana is a specialized labor court that adjudicates disputes between employers, employees, and trade unions within Botswana’s judicial system.
- 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_69d86da5b800819083a31be937d738b0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1561c3d008190a892f091a2f874cf |
completed | April 16, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffb04598e0819094274868941195b9 |
completed | May 9, 2026, 10:08 p.m. |
| NEDg | Description generation | batch_69ffb1570324819086dfd14bab516811 |
completed | May 9, 2026, 10:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffb1eedaf481908d70e3517fbd5492 |
completed | May 9, 2026, 10:15 p.m. |
Created at: April 10, 2026, 4:51 a.m.