Triple

T19875865

Position	Surface form	Disambiguated ID	Type / Status
Subject	Internal Security Forces	`E477632`	entity
Predicate	cooperatesWith	`P435`	FINISHED
Object	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.	`E1400522`	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: General Directorate of General Security | Statement: [Internal Security Forces, cooperatesWith, General Directorate of General Security]

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

Target entity: General Directorate of General Security
Context triple: [Internal Security Forces, cooperatesWith, General Directorate of General Security]

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. 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.
C. Main Directorate of State Security
The Main Directorate of State Security was a Soviet secret police and intelligence agency that operated within the NKVD, overseeing political repression, counterintelligence, and internal security in the USSR.
D. Political Security Directorate
The Political Security Directorate is a Syrian intelligence and security agency responsible for internal political surveillance, repression, and maintaining regime control.
E. Public Security Directorate
The Public Security Directorate is Jordan’s national police and law enforcement agency responsible for maintaining internal security, public order, and crime prevention across 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: General Directorate of General Security
Triple: [Internal Security Forces, cooperatesWith, General Directorate of General Security]

Generated description

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.

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

Target entity: General Directorate of General Security
Target entity description: 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.

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. 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.
C. Main Directorate of State Security
The Main Directorate of State Security was a Soviet secret police and intelligence agency that operated within the NKVD, overseeing political repression, counterintelligence, and internal security in the USSR.
D. Political Security Directorate
The Political Security Directorate is a Syrian intelligence and security agency responsible for internal political surveillance, repression, and maintaining regime control.
E. Public Security Directorate
The Public Security Directorate is Jordan’s national police and law enforcement agency responsible for maintaining internal security, public order, and crime prevention across 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_69d8e51e7d948190aedbcd6c30361c39`	completed	April 10, 2026, 11:55 a.m.
NER	Named-entity recognition	`batch_69e658db058c8190b7bf0b003ead5bfc`	completed	April 20, 2026, 4:48 p.m.
NED1	Entity disambiguation (via context triple)	`batch_6a07dbc653b481908e2884c1d2aa6ead`	completed	May 16, 2026, 2:51 a.m.
NEDg	Description generation	`batch_6a07dfbf3c5881909395e9cfa4986429`	completed	May 16, 2026, 3:08 a.m.
NED2	Entity disambiguation (via description)	`batch_6a07e08884788190b1c43d01e6022b4f`	completed	May 16, 2026, 3:12 a.m.

Created at: April 10, 2026, 1:52 p.m.