Triple
T19056432
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hakainde Hichilema |
E466407
|
entity |
| Predicate | politicalParty |
P352
|
FINISHED |
| Object | United Party for National Development |
—
|
NE NERFINISHED |
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: United Party for National Development | Statement: [Hakainde Hichilema, politicalParty, United Party for National Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United Party for National Development Context triple: [Hakainde Hichilema, politicalParty, United Party for National Development]
-
A.
United Party for National Development
chosen
The United Party for National Development is a major liberal opposition-turned-governing political party in Zambia, led by President Hakainde Hichilema.
-
B.
United National Party
The United National Party is a major center-right political party in Sri Lanka that has played a dominant role in the country’s post-independence governance and economic policy.
-
C.
Party of National Unity
The Party of National Unity was a right-wing Czech political party active in the late 1930s that supported an authoritarian, nationalist program in the final years of the First Czechoslovak Republic.
-
D.
Party of National Unity
The Party of National Unity is a Kenyan political party that served as the main vehicle for Mwai Kibaki’s successful 2007 presidential re-election campaign and subsequent governing coalition.
-
E.
The United People Party
The United People Party is an English rendering of the name of La Raza Unida Party, a Chicano political organization that emerged in the late 1960s and 1970s to advocate for Mexican American civil rights and political representation in the United States.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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.