Triple
T14227345
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | ZESCO |
E352655
|
entity |
| Predicate | regulator |
P46
|
FINISHED |
| Object |
Energy Regulation Board of Zambia
The Energy Regulation Board of Zambia is the national authority responsible for overseeing and regulating the country’s energy sector, including electricity, petroleum, and other energy services.
|
E1087110
|
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: Energy Regulation Board of Zambia | Statement: [ZESCO, regulator, Energy Regulation Board of Zambia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Energy Regulation Board of Zambia Context triple: [ZESCO, regulator, Energy Regulation Board of Zambia]
-
A.
ZESCO
ZESCO is Zambia’s state-owned electricity utility company responsible for generating, transmitting, and distributing electric power across the country.
-
B.
Bank of Zambia
The Bank of Zambia is the central bank of Zambia, responsible for formulating monetary policy, regulating the financial system, and managing the country’s currency and foreign reserves.
-
C.
Government of Zambia
The Government of Zambia is the central authority that administers and oversees the Republic of Zambia’s national affairs, laws, and public policies.
-
D.
Zimbabwe National Water Authority
The Zimbabwe National Water Authority is a government agency responsible for the management, regulation, and development of the country’s water resources and infrastructure.
-
E.
Industrial Relations Court of Zambia
The Industrial Relations Court of Zambia is a specialized Zambian court that adjudicates labor and employment disputes, with its decisions subject to appeal to the Supreme Court of Zambia.
- 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: Energy Regulation Board of Zambia Triple: [ZESCO, regulator, Energy Regulation Board of Zambia]
Generated description
The Energy Regulation Board of Zambia is the national authority responsible for overseeing and regulating the country’s energy sector, including electricity, petroleum, and other energy services.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Energy Regulation Board of Zambia Target entity description: The Energy Regulation Board of Zambia is the national authority responsible for overseeing and regulating the country’s energy sector, including electricity, petroleum, and other energy services.
-
A.
ZESCO
ZESCO is Zambia’s state-owned electricity utility company responsible for generating, transmitting, and distributing electric power across the country.
-
B.
Bank of Zambia
The Bank of Zambia is the central bank of Zambia, responsible for formulating monetary policy, regulating the financial system, and managing the country’s currency and foreign reserves.
-
C.
Government of Zambia
The Government of Zambia is the central authority that administers and oversees the Republic of Zambia’s national affairs, laws, and public policies.
-
D.
Zimbabwe National Water Authority
The Zimbabwe National Water Authority is a government agency responsible for the management, regulation, and development of the country’s water resources and infrastructure.
-
E.
Industrial Relations Court of Zambia
The Industrial Relations Court of Zambia is a specialized Zambian court that adjudicates labor and employment disputes, with its decisions subject to appeal to the Supreme Court of Zambia.
- 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_69d8278adc7c8190a9218d69bce3c4e6 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de622a48508190bbfedb762bd1674d |
completed | April 14, 2026, 3:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd281801488190bcb17d27ee18cde6 |
completed | May 8, 2026, 12:02 a.m. |
| NEDg | Description generation | batch_69fd29a470a08190b18c184466bbe0a9 |
completed | May 8, 2026, 12:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd2a61842481909388c83480482aeb |
completed | May 8, 2026, 12:12 a.m. |
Created at: April 10, 2026, 1:07 a.m.