Triple

T20558167

Position	Surface form	Disambiguated ID	Type / Status
Subject	Indonesian National Police	`E504774`	entity
Predicate	hasSpecialUnit	`P1198`	FINISHED
Object	Security Maintenance Agency (Baharkam) The Security Maintenance Agency (Baharkam) is a specialized branch of the Indonesian National Police responsible for maintaining public order, security, and community policing across Indonesia.	`E1437600`	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: Security Maintenance Agency (Baharkam) | Statement: [Indonesian National Police, hasSpecialUnit, Security Maintenance Agency (Baharkam)]

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

Target entity: Security Maintenance Agency (Baharkam)
Context triple: [Indonesian National Police, hasSpecialUnit, Security Maintenance Agency (Baharkam)]

A. General Directorate of Security
The General Directorate of Security is Turkey’s national civilian police organization responsible for maintaining public order, enforcing laws, and conducting criminal investigations across the country.
B. General Directorate of General Security
The General Directorate of General Security is Lebanon’s main intelligence and security agency responsible for border control, immigration, and internal security-related administrative affairs.
C. National Directorate of Security
The National Directorate of Security is Afghanistan’s principal intelligence and security agency, responsible for domestic intelligence gathering, counterterrorism, and safeguarding national security.
D. Special Anti-Terrorist Unit (SAJ)
The Special Anti-Terrorist Unit (SAJ) is an elite Serbian police tactical unit specializing in high-risk counter-terrorism, hostage rescue, and organized crime operations.
E. Anti-Terrorist Branch
The Anti-Terrorist Branch was a specialist unit of London's Metropolitan Police responsible for investigating and preventing terrorism before its functions were absorbed into the Counter Terrorism Command.
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: Security Maintenance Agency (Baharkam)
Triple: [Indonesian National Police, hasSpecialUnit, Security Maintenance Agency (Baharkam)]

Generated description

The Security Maintenance Agency (Baharkam) is a specialized branch of the Indonesian National Police responsible for maintaining public order, security, and community policing across Indonesia.

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

Target entity: Security Maintenance Agency (Baharkam)
Target entity description: The Security Maintenance Agency (Baharkam) is a specialized branch of the Indonesian National Police responsible for maintaining public order, security, and community policing across Indonesia.

A. General Directorate of Security
The General Directorate of Security is Turkey’s national civilian police organization responsible for maintaining public order, enforcing laws, and conducting criminal investigations across the country.
B. General Directorate of General Security
The General Directorate of General Security is Lebanon’s main intelligence and security agency responsible for border control, immigration, and internal security-related administrative affairs.
C. National Directorate of Security
The National Directorate of Security is Afghanistan’s principal intelligence and security agency, responsible for domestic intelligence gathering, counterterrorism, and safeguarding national security.
D. Special Anti-Terrorist Unit (SAJ)
The Special Anti-Terrorist Unit (SAJ) is an elite Serbian police tactical unit specializing in high-risk counter-terrorism, hostage rescue, and organized crime operations.
E. Anti-Terrorist Branch
The Anti-Terrorist Branch was a specialist unit of London's Metropolitan Police responsible for investigating and preventing terrorism before its functions were absorbed into the Counter Terrorism Command.
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_69e0b4b6587c8190aee63dc7cff244ea`	completed	April 16, 2026, 10:06 a.m.
NER	Named-entity recognition	`batch_69e6a5df84088190848c7eb35564d8f9`	completed	April 20, 2026, 10:17 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a08a5796df48190b96841c94a6311c0`	completed	May 16, 2026, 5:12 p.m.
NEDg	Description generation	`batch_6a08a68c08dc8190a09854800df82686`	completed	May 16, 2026, 5:17 p.m.
NED2	Entity disambiguation (via description)	`batch_6a08a7331cc88190a9ed6056e5743e69`	completed	May 16, 2026, 5:19 p.m.

Created at: April 16, 2026, 11:38 a.m.