Triple

T6974837
Position Surface form Disambiguated ID Type / Status
Subject Government of Zambia E161690 entity
Predicate oversees P46 FINISHED
Object 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.
 E633671 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: Zambian foreign service | Statement: [Government of Zambia, oversees, Zambian foreign service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Zambian foreign service
Context triple: [Government of Zambia, oversees, Zambian foreign service]
  • A. 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.
  • 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. University of Zambia
    The University of Zambia is the largest and oldest public university in Zambia, recognized as the country’s premier institution for higher education and research.
  • D. Attorney General of Zambia
    The Attorney General of Zambia is the government’s chief legal advisor and representative in legal matters, overseeing the interpretation and enforcement of national law.
  • E. 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.
  • 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: Zambian foreign service
Triple: [Government of Zambia, oversees, Zambian foreign service]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Zambian foreign service
Target entity description: 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.
  • A. 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.
  • 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. University of Zambia
    The University of Zambia is the largest and oldest public university in Zambia, recognized as the country’s premier institution for higher education and research.
  • D. Attorney General of Zambia
    The Attorney General of Zambia is the government’s chief legal advisor and representative in legal matters, overseeing the interpretation and enforcement of national law.
  • E. 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.
  • 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_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_69c761a6bbdc81908c96871f151db279 completed March 28, 2026, 5:05 a.m.
NEDg Description generation batch_69c7639074f48190bc095f18fc35c08b completed March 28, 2026, 5:13 a.m.
NED2 Entity disambiguation (via description) batch_69c76435fd2c819099143ea12f21d095 completed March 28, 2026, 5:16 a.m.
Created at: March 27, 2026, 2:31 p.m.