Triple

T12740328

Position	Surface form	Disambiguated ID	Type / Status
Subject	Italian Ministry of Public Works	`E304470`	entity
Predicate	replacedBy	`P101`	FINISHED
Object	Ministry of Infrastructure and Transport The Ministry of Infrastructure and Transport is the Italian government department responsible for national transport systems and major public infrastructure planning, regulation, and development.	`E1000771`	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 Infrastructure and Transport | Statement: [Italian Ministry of Public Works, replacedBy, Ministry of Infrastructure and Transport]

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

Target entity: Ministry of Infrastructure and Transport
Context triple: [Italian Ministry of Public Works, replacedBy, Ministry of Infrastructure and Transport]

A. Ministry of Transport
The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
B. Secretariat for Transport and Public Works
The Secretariat for Transport and Public Works is a principal government body in the Macao Special Administrative Region responsible for overseeing transport infrastructure, public works, and related urban services.
C. Ministerio de Obras Públicas y Transportes
The Ministerio de Obras Públicas y Transportes is Costa Rica’s government ministry responsible for planning, building, and maintaining national transportation infrastructure and public works.
D. Ministry of Public Works
The Ministry of Public Works was a key administrative department in imperial Vietnam responsible for overseeing state construction projects, infrastructure, and public engineering works.
E. Ministry of Public Works
The Ministry of Public Works was a governmental department in Poland responsible for overseeing public infrastructure, construction, and related civil works.
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 Infrastructure and Transport
Triple: [Italian Ministry of Public Works, replacedBy, Ministry of Infrastructure and Transport]

Generated description

The Ministry of Infrastructure and Transport is the Italian government department responsible for national transport systems and major public infrastructure planning, regulation, and development.

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

Target entity: Ministry of Infrastructure and Transport
Target entity description: The Ministry of Infrastructure and Transport is the Italian government department responsible for national transport systems and major public infrastructure planning, regulation, and development.

A. Ministry of Transport
The Ministry of Transport is Egypt’s government body responsible for planning, regulating, and overseeing the country’s transportation infrastructure and services across road, rail, maritime, and other transit sectors.
B. Secretariat for Transport and Public Works
The Secretariat for Transport and Public Works is a principal government body in the Macao Special Administrative Region responsible for overseeing transport infrastructure, public works, and related urban services.
C. Ministerio de Obras Públicas y Transportes
The Ministerio de Obras Públicas y Transportes is Costa Rica’s government ministry responsible for planning, building, and maintaining national transportation infrastructure and public works.
D. Ministry of Public Works
The Ministry of Public Works was a key administrative department in imperial Vietnam responsible for overseeing state construction projects, infrastructure, and public engineering works.
E. Ministry of Public Works
The Ministry of Public Works was a governmental department in Poland responsible for overseeing public infrastructure, construction, and related civil works.
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_69d7bdf1426c8190a4402e1c4cdec33a`	completed	April 9, 2026, 2:55 p.m.
NER	Named-entity recognition	`batch_69d9646dfc908190bc398935d1d23537`	completed	April 10, 2026, 8:58 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f67c8ff57c8190a935b5c9f4bb5aa3`	completed	May 2, 2026, 10:37 p.m.
NEDg	Description generation	`batch_69f67e7416948190a08eb3de840def77`	completed	May 2, 2026, 10:45 p.m.
NED2	Entity disambiguation (via description)	`batch_69f67f7d237081908d3b6e8d759ea03e`	completed	May 2, 2026, 10:49 p.m.

Created at: April 9, 2026, 5:26 p.m.