Triple

T9129730

Position	Surface form	Disambiguated ID	Type / Status
Subject	National Border Service of Panama	`E219052`	entity
Predicate	partOf	`P40`	FINISHED
Object	Public security forces of Panama The Public Security Forces of Panama are the country’s unified national security and law enforcement institutions responsible for maintaining internal order, public safety, and border protection.	`E219051`	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: Public security forces of Panama | Statement: [National Border Service of Panama, partOf, Public security forces of Panama]

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

Target entity: Public security forces of Panama
Context triple: [National Border Service of Panama, partOf, Public security forces of Panama]

A. Panama National Police
The Panama National Police is the primary civilian law enforcement agency of Panama, responsible for maintaining public order and internal security nationwide.
B. Panamanian Defense Forces
The Panamanian Defense Forces were the former combined military and security apparatus of Panama, led for years by General Manuel Noriega until their defeat and disbandment following the 1989 U.S. invasion.
C. National Police of Ecuador
The National Police of Ecuador is the country’s centralized civilian law enforcement agency responsible for maintaining public order, preventing and investigating crime, and enforcing national laws across Ecuador.
D. Peruvian National Police
The Peruvian National Police is the national law enforcement agency of Peru responsible for maintaining public order, preventing and investigating crime, and protecting citizens and key state institutions.
E. National Police of Colombia
The National Police of Colombia is the country’s national civilian police force responsible for maintaining public order, preventing and investigating crime, and supporting judicial authorities across Colombian territory.
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: Public security forces of Panama
Triple: [National Border Service of Panama, partOf, Public security forces of Panama]

Generated description

The Public Security Forces of Panama are the country’s unified national security and law enforcement institutions responsible for maintaining internal order, public safety, and border protection.

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

Target entity: Public security forces of Panama
Target entity description: The Public Security Forces of Panama are the country’s unified national security and law enforcement institutions responsible for maintaining internal order, public safety, and border protection.

A. Panama National Police chosen
The Panama National Police is the primary civilian law enforcement agency of Panama, responsible for maintaining public order and internal security nationwide.
B. Panamanian Defense Forces
The Panamanian Defense Forces were the former combined military and security apparatus of Panama, led for years by General Manuel Noriega until their defeat and disbandment following the 1989 U.S. invasion.
C. National Police of Ecuador
The National Police of Ecuador is the country’s centralized civilian law enforcement agency responsible for maintaining public order, preventing and investigating crime, and enforcing national laws across Ecuador.
D. Peruvian National Police
The Peruvian National Police is the national law enforcement agency of Peru responsible for maintaining public order, preventing and investigating crime, and protecting citizens and key state institutions.
E. National Police of Colombia
The National Police of Colombia is the country’s national civilian police force responsible for maintaining public order, preventing and investigating crime, and supporting judicial authorities across Colombian territory.
F. None of above.

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_69ca83debfc0819095800583e97ab10f`	completed	March 30, 2026, 2:08 p.m.
NER	Named-entity recognition	`batch_69cca8cdafb48190be5e62b15779d771`	completed	April 1, 2026, 5:10 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d030a934988190976aa359f9f902c3`	completed	April 3, 2026, 9:27 p.m.
NEDg	Description generation	`batch_69d032a7d9808190a4b3be86e49afb22`	completed	April 3, 2026, 9:35 p.m.
NED2	Entity disambiguation (via description)	`batch_69d0337057048190af062152688599a1`	completed	April 3, 2026, 9:38 p.m.

Created at: March 30, 2026, 7:18 p.m.