Triple
T19056423
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hakainde Hichilema |
E466407
|
entity |
| Predicate | givenName |
P17
|
FINISHED |
| Object | Hakainde |
—
|
NE NERFINISHED |
How this triple was built (3 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: Hakainde | Statement: [Hakainde Hichilema, givenName, Hakainde]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Hakainde Context triple: [Hakainde Hichilema, givenName, Hakainde]
-
A.
Erakor
Erakor is a small island and settlement near Efate in Vanuatu, known for its lagoon setting and traditional village life.
-
B.
Hain
Hain is an ancient, central world in Ursula K. Le Guin’s Hainish Cycle, often portrayed as the cradle of human-like civilizations across the galaxy.
-
C.
Hakitia
Hakitia is a Judeo-Spanish dialect historically spoken by North African Sephardic Jews, blending Old Spanish with Hebrew and elements of Arabic.
-
D.
Hieda
Hieda is a Japanese surname notably associated with historical and literary figures in classical Japanese records and folklore.
-
E.
Halutza
Halutza is an ancient Nabatean city in the Negev Desert of southern Israel, known as a key stop on the Incense Route and now an important archaeological site.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Hakainde Target entity description: Hakainde is the given name of Hakainde Hichilema, the Zambian businessman and politician who became President of Zambia in 2021.
-
A.
Erakor
Erakor is a small island and settlement near Efate in Vanuatu, known for its lagoon setting and traditional village life.
-
B.
Hain
Hain is an ancient, central world in Ursula K. Le Guin’s Hainish Cycle, often portrayed as the cradle of human-like civilizations across the galaxy.
-
C.
Hakitia
Hakitia is a Judeo-Spanish dialect historically spoken by North African Sephardic Jews, blending Old Spanish with Hebrew and elements of Arabic.
-
D.
Hieda
Hieda is a Japanese surname notably associated with historical and literary figures in classical Japanese records and folklore.
-
E.
Halutza
Halutza is an ancient Nabatean city in the Negev Desert of southern Israel, known as a key stop on the Incense Route and now an important archaeological site.
- F. None of above. chosen
Provenance (2 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_69d8dd040fb881909af2a964f65ad208 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5dc067f788190b3b149dfee370435 |
completed | April 20, 2026, 7:55 a.m. |
Created at: April 10, 2026, 12:03 p.m.