Triple

T19870977

Position	Surface form	Disambiguated ID	Type / Status
Subject	Eritrean economy	`E477514`	entity
Predicate	governmentBody	`P2820`	FINISHED
Object	Ministry of National Development of Eritrea The Ministry of National Development of Eritrea is the government agency responsible for formulating and coordinating the country’s long-term economic and development policies and plans.	`E1400664`	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: Ministry of National Development of Eritrea | Statement: [Eritrean economy, governmentBody, Ministry of National Development of Eritrea]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Ministry of National Development of Eritrea
Context triple: [Eritrean economy, governmentBody, Ministry of National Development of Eritrea]

A. Ministry of Finance of Eritrea
The Ministry of Finance of Eritrea is the national government agency responsible for managing the country’s public finances, including budgeting, fiscal policy, and economic planning.
B. Government of Eritrea
The Government of Eritrea is the centralized national authority of Eritrea, operating under a highly centralized, one-party political system led by the People's Front for Democracy and Justice.
C. Ministry of Foreign Affairs of Eritrea
The Ministry of Foreign Affairs of Eritrea is the government body responsible for managing the country’s international diplomacy, foreign policy, and relations with other states and international organizations.
D. Office of the President of Eritrea
The Office of the President of Eritrea is the central executive authority in Eritrea, encompassing the president’s leadership, administrative functions, and control over key state institutions.
E. Ministry of Planning of Egypt
The Ministry of Planning of Egypt is a government body responsible for formulating and overseeing the country’s economic and social development strategies and long-term national plans.
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: Ministry of National Development of Eritrea
Triple: [Eritrean economy, governmentBody, Ministry of National Development of Eritrea]

Generated description

The Ministry of National Development of Eritrea is the government agency responsible for formulating and coordinating the country’s long-term economic and development policies and plans.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Ministry of National Development of Eritrea
Target entity description: The Ministry of National Development of Eritrea is the government agency responsible for formulating and coordinating the country’s long-term economic and development policies and plans.

A. Ministry of Finance of Eritrea
The Ministry of Finance of Eritrea is the national government agency responsible for managing the country’s public finances, including budgeting, fiscal policy, and economic planning.
B. Government of Eritrea
The Government of Eritrea is the centralized national authority of Eritrea, operating under a highly centralized, one-party political system led by the People's Front for Democracy and Justice.
C. Ministry of Foreign Affairs of Eritrea
The Ministry of Foreign Affairs of Eritrea is the government body responsible for managing the country’s international diplomacy, foreign policy, and relations with other states and international organizations.
D. Office of the President of Eritrea
The Office of the President of Eritrea is the central executive authority in Eritrea, encompassing the president’s leadership, administrative functions, and control over key state institutions.
E. Ministry of Planning of Egypt
The Ministry of Planning of Egypt is a government body responsible for formulating and overseeing the country’s economic and social development strategies and long-term national plans.
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_69d8e51e7d948190aedbcd6c30361c39`	completed	April 10, 2026, 11:55 a.m.
NER	Named-entity recognition	`batch_69e658a3d2b08190ad81914d4860df0e`	completed	April 20, 2026, 4:47 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a07ea37b6f48190bf921fd101086d7e`	completed	May 16, 2026, 3:53 a.m.
NEDg	Description generation	`batch_6a07eb4daeb48190b31bf52ea1fa758c`	completed	May 16, 2026, 3:58 a.m.
NED2	Entity disambiguation (via description)	`batch_6a07ebde7f9c8190b39f53d5598d8bd7`	completed	May 16, 2026, 4 a.m.

Created at: April 10, 2026, 1:51 p.m.