Triple

T2559730

Position	Surface form	Disambiguated ID	Type / Status
Subject	Georgian Railway	`E57212`	entity
Predicate	regulator	`P46`	FINISHED
Object	Ministry of Economy and Sustainable Development of Georgia The Ministry of Economy and Sustainable Development of Georgia is a government body responsible for shaping and implementing the country’s economic policy, trade, transport, and sustainable development strategies.	`E278384`	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 Economy and Sustainable Development of Georgia | Statement: [Georgian Railway, regulator, Ministry of Economy and Sustainable Development of Georgia]

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

Target entity: Ministry of Economy and Sustainable Development of Georgia
Context triple: [Georgian Railway, regulator, Ministry of Economy and Sustainable Development of Georgia]

A. Ministry of Education and Science of Georgia
The Ministry of Education and Science of Georgia is the national government body responsible for shaping and overseeing education and scientific policy in the country of Georgia.
B. royal government of Georgia
The royal government of Georgia was the period of direct British crown rule over the Georgia colony following the end of trustee administration in the mid-18th century.
C. Commissioner of Labor of Georgia
The Commissioner of Labor of Georgia is the elected state official responsible for overseeing labor laws, workplace safety, and employment services in Georgia.
D. Parliament of Georgia
The Parliament of Georgia is the unicameral national legislature of the country, responsible for making laws, approving the budget, and overseeing the executive branch.
E. National Agency for Cultural Heritage Preservation of Georgia
The National Agency for Cultural Heritage Preservation of Georgia is a state body responsible for protecting, managing, and promoting Georgia’s cultural heritage sites, monuments, and historic landscapes.
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 Economy and Sustainable Development of Georgia
Triple: [Georgian Railway, regulator, Ministry of Economy and Sustainable Development of Georgia]

Generated description

The Ministry of Economy and Sustainable Development of Georgia is a government body responsible for shaping and implementing the country’s economic policy, trade, transport, and sustainable development strategies.

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

Target entity: Ministry of Economy and Sustainable Development of Georgia
Target entity description: The Ministry of Economy and Sustainable Development of Georgia is a government body responsible for shaping and implementing the country’s economic policy, trade, transport, and sustainable development strategies.

A. Ministry of Education and Science of Georgia
The Ministry of Education and Science of Georgia is the national government body responsible for shaping and overseeing education and scientific policy in the country of Georgia.
B. royal government of Georgia
The royal government of Georgia was the period of direct British crown rule over the Georgia colony following the end of trustee administration in the mid-18th century.
C. Commissioner of Labor of Georgia
The Commissioner of Labor of Georgia is the elected state official responsible for overseeing labor laws, workplace safety, and employment services in Georgia.
D. Parliament of Georgia
The Parliament of Georgia is the unicameral national legislature of the country, responsible for making laws, approving the budget, and overseeing the executive branch.
E. National Agency for Cultural Heritage Preservation of Georgia
The National Agency for Cultural Heritage Preservation of Georgia is a state body responsible for protecting, managing, and promoting Georgia’s cultural heritage sites, monuments, and historic landscapes.
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_69ab4a4ef9008190a0e6d4422b9418b7`	completed	March 6, 2026, 9:42 p.m.
NER	Named-entity recognition	`batch_69abd333370c8190b1d64ec99e999913`	completed	March 7, 2026, 7:26 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69af5d2061108190b6250d2943736ae4`	completed	March 9, 2026, 11:52 p.m.
NEDg	Description generation	`batch_69af5e0b40e0819098b6cbe31152a18c`	completed	March 9, 2026, 11:55 p.m.
NED2	Entity disambiguation (via description)	`batch_69af5e69ac3481908f48ad0efcd13767`	completed	March 9, 2026, 11:57 p.m.

Created at: March 6, 2026, 9:48 p.m.