Triple
T7998862
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | African socialism |
E186193
|
entity |
| Predicate | associatedWithLeader |
P981
|
FINISHED |
| Object | Kenneth Kaunda |
E456071
|
NE FINISHED |
How this triple was built (2 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: Kenneth Kaunda | Statement: [African socialism, associatedWithLeader, Kenneth Kaunda]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Kenneth Kaunda Context triple: [African socialism, associatedWithLeader, Kenneth Kaunda]
-
A.
Kenneth Kaunda
chosen
Kenneth Kaunda was the founding president of independent Zambia and a leading figure in Africa’s post-colonial liberation and non-aligned movements.
-
B.
Josina Machel
Josina Machel was a prominent Mozambican freedom fighter and women's rights activist who played a key role in the struggle for independence from Portuguese colonial rule.
-
C.
Ian Khama
Ian Khama is a Botswanan politician and former military officer who served as the fourth President of Botswana from 2008 to 2018.
-
D.
Julius Nyerere
Julius Nyerere was the first president of independent Tanzania, a prominent African nationalist and advocate of African socialism and pan-African unity.
-
E.
Joshua Nkomo
Joshua Nkomo was a prominent Zimbabwean nationalist leader and key figure in the country’s struggle for independence, later serving in senior government roles.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ca82aaaf24819084b94d18f699ba53 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb3c9a12788190a5607a538f4e07c1 |
completed | March 31, 2026, 3:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc56910dd4819084ffe3350f15d95d |
completed | March 31, 2026, 11:19 p.m. |
Created at: March 30, 2026, 5:17 p.m.