Triple

T13974374

Position	Surface form	Disambiguated ID	Type / Status
Subject	Government of Samoa	`E336145`	entity
Predicate	hasOffice	`P1268`	FINISHED
Object	Ministry of Works, Transport and Infrastructure (Samoa) The Ministry of Works, Transport and Infrastructure (Samoa) is the Samoan government agency responsible for national infrastructure development, public works, and the regulation and oversight of land, sea, and air transport services.	`E1072670`	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 Works, Transport and Infrastructure (Samoa) | Statement: [Government of Samoa, hasOffice, Ministry of Works, Transport and Infrastructure (Samoa)]

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

Target entity: Ministry of Works, Transport and Infrastructure (Samoa)
Context triple: [Government of Samoa, hasOffice, Ministry of Works, Transport and Infrastructure (Samoa)]

A. Ministry of Works
The Ministry of Works was a former UK government department responsible for the construction, maintenance, and preservation of public buildings and historic monuments.
B. Ministry of Works and Transport (Uganda)
The Ministry of Works and Transport (Uganda) is the national government body responsible for developing, managing, and regulating the country’s transport infrastructure and public works.
C. 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.
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 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.
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 Works, Transport and Infrastructure (Samoa)
Triple: [Government of Samoa, hasOffice, Ministry of Works, Transport and Infrastructure (Samoa)]

Generated description

The Ministry of Works, Transport and Infrastructure (Samoa) is the Samoan government agency responsible for national infrastructure development, public works, and the regulation and oversight of land, sea, and air transport services.

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

Target entity: Ministry of Works, Transport and Infrastructure (Samoa)
Target entity description: The Ministry of Works, Transport and Infrastructure (Samoa) is the Samoan government agency responsible for national infrastructure development, public works, and the regulation and oversight of land, sea, and air transport services.

A. Ministry of Works
The Ministry of Works was a former UK government department responsible for the construction, maintenance, and preservation of public buildings and historic monuments.
B. Ministry of Works and Transport (Uganda)
The Ministry of Works and Transport (Uganda) is the national government body responsible for developing, managing, and regulating the country’s transport infrastructure and public works.
C. 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.
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 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.
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_69d81c61f3508190aaf2ca0dc0002c59`	completed	April 9, 2026, 9:38 p.m.
NER	Named-entity recognition	`batch_69de2e8fd6d48190a157eae8df3a2f3a`	completed	April 14, 2026, 12:09 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69fba1e1eb108190b3c0739b94556172`	completed	May 6, 2026, 8:17 p.m.
NEDg	Description generation	`batch_69fba5bff3b88190b5fcf3834e419b72`	completed	May 6, 2026, 8:34 p.m.
NED2	Entity disambiguation (via description)	`batch_69fba9af1e0c81908d4013410e76535a`	completed	May 6, 2026, 8:50 p.m.

Created at: April 9, 2026, 10:18 p.m.