Triple
T6975037
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zambia Railways network |
E161694
|
entity |
| Predicate | regulatoryAuthority |
P4784
|
FINISHED |
| Object | Government of Zambia |
E161690
|
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: Government of Zambia | Statement: [Zambia Railways network, regulatoryAuthority, Government of Zambia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Government of Zambia Context triple: [Zambia Railways network, regulatoryAuthority, Government of Zambia]
-
A.
Government of Zambia
chosen
The Government of Zambia is the central authority that administers and oversees the Republic of Zambia’s national affairs, laws, and public policies.
-
B.
Cabinet of Zambia
The Cabinet of Zambia is the central executive decision-making body of the Zambian government, composed of the president, vice president, and appointed ministers who oversee national policy and administration.
-
C.
Office of the President of Zambia
The Office of the President of Zambia is the highest executive authority in the country, responsible for leading the national government, setting policy direction, and representing Zambia domestically and internationally.
-
D.
Zambian foreign service
The Zambian foreign service is the professional diplomatic corps responsible for representing Zambia’s interests abroad, managing its embassies and missions, and conducting the country’s international relations.
-
E.
Government of Zimbabwe
The Government of Zimbabwe is the central political authority of Zimbabwe, responsible for executive decision-making, lawmaking, and administration of the state.
- 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_69c68854a0d88190bc0bf82263f1afce |
completed | March 27, 2026, 1:38 p.m. |
| NER | Named-entity recognition | batch_69c6db3bda908190a10a91dc8d043ef1 |
completed | March 27, 2026, 7:32 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7754815c8819091d1291f7cdfec1d |
completed | March 28, 2026, 6:29 a.m. |
Created at: March 27, 2026, 2:31 p.m.