Triple

T8933594

Position	Surface form	Disambiguated ID	Type / Status
Subject	Cabinet of Liberia	`E212718`	entity
Predicate	includesOffice	`P1268`	FINISHED
Object	Minister of Transport of Liberia The Minister of Transport of Liberia is the government official responsible for overseeing the country’s transportation policies, infrastructure, and regulatory frameworks within the Liberian cabinet.	`E772272`	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: Minister of Transport of Liberia | Statement: [Cabinet of Liberia, includesOffice, Minister of Transport of Liberia]

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

Target entity: Minister of Transport of Liberia
Context triple: [Cabinet of Liberia, includesOffice, Minister of Transport of Liberia]

A. Minister of Public Works of Liberia
The Minister of Public Works of Liberia is the government official responsible for overseeing the country’s infrastructure development, including roads, public buildings, and related construction and maintenance projects.
B. Minister of Internal Affairs of Liberia
The Minister of Internal Affairs of Liberia is the government official responsible for overseeing the country’s internal administration, including local governance, traditional authorities, and domestic affairs.
C. Minister of Mines and Energy of Liberia
The Minister of Mines and Energy of Liberia is the government official responsible for overseeing the country’s mineral resources, mining activities, and energy policy within the Liberian cabinet.
D. Minister of Commerce and Industry of Liberia
The Minister of Commerce and Industry of Liberia is the government official responsible for formulating and implementing national policies on trade, business regulation, and industrial development in Liberia.
E. Minister of Justice of Liberia
The Minister of Justice of Liberia is the government’s chief legal officer and head of the justice ministry, responsible for overseeing law enforcement, public prosecution, and the administration of justice in the country.
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: Minister of Transport of Liberia
Triple: [Cabinet of Liberia, includesOffice, Minister of Transport of Liberia]

Generated description

The Minister of Transport of Liberia is the government official responsible for overseeing the country’s transportation policies, infrastructure, and regulatory frameworks within the Liberian cabinet.

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

Target entity: Minister of Transport of Liberia
Target entity description: The Minister of Transport of Liberia is the government official responsible for overseeing the country’s transportation policies, infrastructure, and regulatory frameworks within the Liberian cabinet.

A. Minister of Public Works of Liberia
The Minister of Public Works of Liberia is the government official responsible for overseeing the country’s infrastructure development, including roads, public buildings, and related construction and maintenance projects.
B. Minister of Internal Affairs of Liberia
The Minister of Internal Affairs of Liberia is the government official responsible for overseeing the country’s internal administration, including local governance, traditional authorities, and domestic affairs.
C. Minister of Mines and Energy of Liberia
The Minister of Mines and Energy of Liberia is the government official responsible for overseeing the country’s mineral resources, mining activities, and energy policy within the Liberian cabinet.
D. Minister of Commerce and Industry of Liberia
The Minister of Commerce and Industry of Liberia is the government official responsible for formulating and implementing national policies on trade, business regulation, and industrial development in Liberia.
E. Minister of Justice of Liberia
The Minister of Justice of Liberia is the government’s chief legal officer and head of the justice ministry, responsible for overseeing law enforcement, public prosecution, and the administration of justice in the country.
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_69ca8395c438819087d7cb844ab5990c`	completed	March 30, 2026, 2:07 p.m.
NER	Named-entity recognition	`batch_69cc668fa87c8190bfeda820368b89e4`	completed	April 1, 2026, 12:27 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cfdb856560819085132abe9ef94819`	completed	April 3, 2026, 3:23 p.m.
NEDg	Description generation	`batch_69cfdc0602908190ac63f30412701d93`	completed	April 3, 2026, 3:25 p.m.
NED2	Entity disambiguation (via description)	`batch_69cfdc5c64ac819084bb3df04e3227ca`	completed	April 3, 2026, 3:27 p.m.

Created at: March 30, 2026, 6:57 p.m.