Triple

T1609938

Position	Surface form	Disambiguated ID	Type / Status
Subject	Constantinos A. Doxiadis	`E34593`	entity
Predicate	employer	`P7`	FINISHED
Object	Greek Ministry of Public Works The Greek Ministry of Public Works was a government department responsible for planning, constructing, and maintaining Greece’s public infrastructure, including roads, public buildings, and other major civil works.	`E183074`	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: Greek Ministry of Public Works | Statement: [Constantinos A. Doxiadis, employer, Greek Ministry of Public Works]

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

Target entity: Greek Ministry of Public Works
Context triple: [Constantinos A. Doxiadis, employer, Greek Ministry of Public Works]

A. Spanish Ministry of Public Works
The Spanish Ministry of Public Works is a government department responsible for national infrastructure, including transportation networks, public works, and related civil engineering projects in Spain.
B. Portuguese Ministry of Infrastructure
The Portuguese Ministry of Infrastructure is the government department responsible for defining and implementing national policies on transport, public works, and related infrastructure in Portugal.
C. 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.
D. Ministry of Transport of Egypt
The Ministry of Transport of Egypt is the government body responsible for planning, regulating, and overseeing Egypt’s national transportation systems, including railways, roads, and maritime infrastructure.
E. Infrastructure and Projects Authority
The Infrastructure and Projects Authority is the UK government’s centre of expertise responsible for supporting, assuring, and improving the delivery of major public infrastructure and large-scale projects.
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: Greek Ministry of Public Works
Triple: [Constantinos A. Doxiadis, employer, Greek Ministry of Public Works]

Generated description

The Greek Ministry of Public Works was a government department responsible for planning, constructing, and maintaining Greece’s public infrastructure, including roads, public buildings, and other major civil works.

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

Target entity: Greek Ministry of Public Works
Target entity description: The Greek Ministry of Public Works was a government department responsible for planning, constructing, and maintaining Greece’s public infrastructure, including roads, public buildings, and other major civil works.

A. Spanish Ministry of Public Works
The Spanish Ministry of Public Works is a government department responsible for national infrastructure, including transportation networks, public works, and related civil engineering projects in Spain.
B. Portuguese Ministry of Infrastructure
The Portuguese Ministry of Infrastructure is the government department responsible for defining and implementing national policies on transport, public works, and related infrastructure in Portugal.
C. 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.
D. Ministry of Transport of Egypt
The Ministry of Transport of Egypt is the government body responsible for planning, regulating, and overseeing Egypt’s national transportation systems, including railways, roads, and maritime infrastructure.
E. Infrastructure and Projects Authority
The Infrastructure and Projects Authority is the UK government’s centre of expertise responsible for supporting, assuring, and improving the delivery of major public infrastructure and large-scale projects.
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_69a885fea6a481909fe83ba6441f1774`	completed	March 4, 2026, 7:20 p.m.
NER	Named-entity recognition	`batch_69aa622a84548190a66d45eec70f9b85`	completed	March 6, 2026, 5:12 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ad51c2f038819093690bff46056939`	completed	March 8, 2026, 10:38 a.m.
NEDg	Description generation	`batch_69ad52ebf6a08190b870e3e02d22ea69`	completed	March 8, 2026, 10:43 a.m.
NED2	Entity disambiguation (via description)	`batch_69ad5341856881909a31b4cee958e843`	completed	March 8, 2026, 10:45 a.m.

Created at: March 4, 2026, 7:28 p.m.