Triple
T15426460
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ian Khama |
E369522
|
entity |
| Predicate | hasSibling |
P363
|
FINISHED |
| Object |
Anthony Khama
Anthony Khama is a member of Botswana’s prominent Khama family and a sibling of former president Ian Khama.
|
E1164169
|
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: Anthony Khama | Statement: [Ian Khama, hasSibling, Anthony Khama]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Anthony Khama Context triple: [Ian Khama, hasSibling, Anthony Khama]
-
A.
Ian Khama
Ian Khama is a Botswanan politician and former military officer who served as the fourth President of Botswana from 2008 to 2018.
-
B.
Seretse Khama
Seretse Khama was the founding President of Botswana and a key figure in leading the country to independence and early democratic stability.
-
C.
Sam Nujoma
Sam Nujoma is a Namibian revolutionary leader and founding president who led the country to independence and served as its first head of state.
-
D.
Festus Mogae
Festus Mogae is a Botswanan economist and politician who served as the country's president from 1998 to 2008.
-
E.
Kenneth Kaunda
Kenneth Kaunda was the founding president of independent Zambia and a leading figure in Africa’s post-colonial liberation and non-aligned movements.
- 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: Anthony Khama Triple: [Ian Khama, hasSibling, Anthony Khama]
Generated description
Anthony Khama is a member of Botswana’s prominent Khama family and a sibling of former president Ian Khama.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Anthony Khama Target entity description: Anthony Khama is a member of Botswana’s prominent Khama family and a sibling of former president Ian Khama.
-
A.
Ian Khama
Ian Khama is a Botswanan politician and former military officer who served as the fourth President of Botswana from 2008 to 2018.
-
B.
Seretse Khama
Seretse Khama was the founding President of Botswana and a key figure in leading the country to independence and early democratic stability.
-
C.
Sam Nujoma
Sam Nujoma is a Namibian revolutionary leader and founding president who led the country to independence and served as its first head of state.
-
D.
Festus Mogae
Festus Mogae is a Botswanan economist and politician who served as the country's president from 1998 to 2008.
-
E.
Kenneth Kaunda
Kenneth Kaunda was the founding president of independent Zambia and a leading figure in Africa’s post-colonial liberation and non-aligned movements.
- 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_69d85a1849f48190bf898068b2806fae |
completed | April 10, 2026, 2:02 a.m. |
| NER | Named-entity recognition | batch_69e03ec1fb288190a3625b8e4f487dd1 |
completed | April 16, 2026, 1:43 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff4546959081909f94449c0028ca3e |
completed | May 9, 2026, 2:31 p.m. |
| NEDg | Description generation | batch_69ff49541fcc8190a1d22721bc255e19 |
completed | May 9, 2026, 2:48 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff49f6db508190b0127a59d332512e |
completed | May 9, 2026, 2:51 p.m. |
Created at: April 10, 2026, 3:20 a.m.