Triple

T10086223

Position	Surface form	Disambiguated ID	Type / Status
Subject	Liberia National Police	`E215227`	entity
Predicate	hasTrainingAcademy	`P2858`	FINISHED
Object	Liberia National Police Training Academy The Liberia National Police Training Academy is the central institution responsible for educating and preparing recruits and officers for service in Liberia’s national police force.	`E840788`	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: Liberia National Police Training Academy | Statement: [Liberia National Police, hasTrainingAcademy, Liberia National Police Training Academy]

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

Target entity: Liberia National Police Training Academy
Context triple: [Liberia National Police, hasTrainingAcademy, Liberia National Police Training Academy]

A. University of Liberia
The University of Liberia is the oldest and largest public institution of higher education in Liberia, offering a wide range of undergraduate and graduate programs across multiple disciplines.
B. Liberia National Police
The Liberia National Police is the national law enforcement agency of Liberia responsible for maintaining public order, enforcing laws, and ensuring internal security across the country.
C. National Police Academy
The National Police Academy is India’s premier training institution for Indian Police Service (IPS) officers, providing foundational and advanced professional education in policing and law enforcement.
D. University of Sierra Leone
The University of Sierra Leone is the main public higher education institution in Sierra Leone, comprising several constituent colleges and serving as a central hub for academic and professional training in the country.
E. Board of Trustees of the University of Liberia
The Board of Trustees of the University of Liberia is the institution’s highest governing body, responsible for setting its strategic direction, policies, and overall administrative oversight.
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: Liberia National Police Training Academy
Triple: [Liberia National Police, hasTrainingAcademy, Liberia National Police Training Academy]

Generated description

The Liberia National Police Training Academy is the central institution responsible for educating and preparing recruits and officers for service in Liberia’s national police force.

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

Target entity: Liberia National Police Training Academy
Target entity description: The Liberia National Police Training Academy is the central institution responsible for educating and preparing recruits and officers for service in Liberia’s national police force.

A. University of Liberia
The University of Liberia is the oldest and largest public institution of higher education in Liberia, offering a wide range of undergraduate and graduate programs across multiple disciplines.
B. Liberia National Police
The Liberia National Police is the national law enforcement agency of Liberia responsible for maintaining public order, enforcing laws, and ensuring internal security across the country.
C. National Police Academy
The National Police Academy is India’s premier training institution for Indian Police Service (IPS) officers, providing foundational and advanced professional education in policing and law enforcement.
D. University of Sierra Leone
The University of Sierra Leone is the main public higher education institution in Sierra Leone, comprising several constituent colleges and serving as a central hub for academic and professional training in the country.
E. Board of Trustees of the University of Liberia
The Board of Trustees of the University of Liberia is the institution’s highest governing body, responsible for setting its strategic direction, policies, and overall administrative oversight.
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_69ca83a1eed081908b2e9580f2ebeea7`	completed	March 30, 2026, 2:07 p.m.
NER	Named-entity recognition	`batch_69cdd04745b48190a77c422eb76b6660`	completed	April 2, 2026, 2:11 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d2b68b4dbc8190b0ada78fb29feffd`	completed	April 5, 2026, 7:22 p.m.
NEDg	Description generation	`batch_69d2b7901ea08190a48e984356bd3d71`	completed	April 5, 2026, 7:27 p.m.
NED2	Entity disambiguation (via description)	`batch_69d2b8813f9c8190a85462efb7a0a517`	completed	April 5, 2026, 7:31 p.m.

Created at: March 30, 2026, 9:01 p.m.