Triple
T20092460
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | A1 highway (Botswana) |
E496305
|
entity |
| Predicate | passesNear |
P416
|
FINISHED |
| Object |
Botswana International University of Science and Technology
Botswana International University of Science and Technology is a public research university in Palapye, Botswana, focused on science, engineering, and technology education and innovation.
|
E1409676
|
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 International University of Science and Technology | Statement: [A1 highway (Botswana), passesNear, Botswana International University of Science and Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Botswana International University of Science and Technology Context triple: [A1 highway (Botswana), passesNear, Botswana International University of Science and Technology]
-
A.
University of Botswana
The University of Botswana is the largest and oldest public university in Botswana, recognized as the country’s premier institution for higher education and research.
-
B.
Namibia University of Science and Technology
Namibia University of Science and Technology is a leading public institution in Namibia specializing in science, engineering, technology, and applied research.
-
C.
Rusangu University
Rusangu University is a Seventh-day Adventist institution of higher learning in Zambia known for integrating Christian values with academic programs.
-
D.
Chinhoyi University of Technology
Chinhoyi University of Technology is a public higher education institution in Chinhoyi, Zimbabwe, known for its focus on science, engineering, and technology programs.
-
E.
University of Swaziland
The University of Swaziland is the main public higher education institution in Eswatini, offering a range of undergraduate and postgraduate programs across multiple campuses.
- 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 International University of Science and Technology Triple: [A1 highway (Botswana), passesNear, Botswana International University of Science and Technology]
Generated description
Botswana International University of Science and Technology is a public research university in Palapye, Botswana, focused on science, engineering, and technology education and innovation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Botswana International University of Science and Technology Target entity description: Botswana International University of Science and Technology is a public research university in Palapye, Botswana, focused on science, engineering, and technology education and innovation.
-
A.
University of Botswana
The University of Botswana is the largest and oldest public university in Botswana, recognized as the country’s premier institution for higher education and research.
-
B.
Namibia University of Science and Technology
Namibia University of Science and Technology is a leading public institution in Namibia specializing in science, engineering, technology, and applied research.
-
C.
Rusangu University
Rusangu University is a Seventh-day Adventist institution of higher learning in Zambia known for integrating Christian values with academic programs.
-
D.
Chinhoyi University of Technology
Chinhoyi University of Technology is a public higher education institution in Chinhoyi, Zimbabwe, known for its focus on science, engineering, and technology programs.
-
E.
University of Swaziland
The University of Swaziland is the main public higher education institution in Eswatini, offering a range of undergraduate and postgraduate programs across multiple campuses.
- 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_69da626eee3881909f3454986d4a6511 |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e66668db8881908c43b1deef9af1d3 |
completed | April 20, 2026, 5:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a081f4e5b8c81909c170e7a2103f667 |
completed | May 16, 2026, 7:39 a.m. |
| NEDg | Description generation | batch_6a081ff7022c81908859a7f5b6a3506d |
completed | May 16, 2026, 7:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a08209cbaf88190b2a6d1284fc02228 |
completed | May 16, 2026, 7:45 a.m. |
Created at: April 11, 2026, 11:22 p.m.