Triple

T3763169

Position	Surface form	Disambiguated ID	Type / Status
Subject	Kosovo Liberation Army	`E82609`	entity
Predicate	opponent	`P437`	FINISHED
Object	Serbian police forces Serbian police forces were the internal security and law enforcement units of Serbia and the Federal Republic of Yugoslavia, heavily involved in policing, counterinsurgency, and ethnic repression during the conflicts of the 1990s, including in Kosovo.	`E386166`	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: Serbian police forces | Statement: [Kosovo Liberation Army, opponent, Serbian police forces]

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

Target entity: Serbian police forces
Context triple: [Kosovo Liberation Army, opponent, Serbian police forces]

A. Kosovo Police
Kosovo Police is the national law enforcement agency of Kosovo, responsible for maintaining public order, preventing and investigating crime, and ensuring internal security across the country.
B. Gendarmerie of the Kingdom of Yugoslavia
The Gendarmerie of the Kingdom of Yugoslavia was a national militarized police force responsible for maintaining internal security, public order, and law enforcement across the kingdom between the world wars.
C. Montenegrin Army
The Montenegrin Army was the military force of the Kingdom of Montenegro, active primarily in the late 19th and early 20th centuries and known for its role in the Balkan Wars and World War I before Montenegro’s incorporation into Yugoslavia.
D. Serbian Army
The Serbian Army was the military force of the Kingdom of Serbia, noted for its resilience and significant role in the Balkan Wars and World War I.
E. Serbian government
The Serbian government is the central authority of the Republic of Serbia, responsible for executive power, policy-making, and administration, including the protection of minority rights.
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: Serbian police forces
Triple: [Kosovo Liberation Army, opponent, Serbian police forces]

Generated description

Serbian police forces were the internal security and law enforcement units of Serbia and the Federal Republic of Yugoslavia, heavily involved in policing, counterinsurgency, and ethnic repression during the conflicts of the 1990s, including in Kosovo.

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

Target entity: Serbian police forces
Target entity description: Serbian police forces were the internal security and law enforcement units of Serbia and the Federal Republic of Yugoslavia, heavily involved in policing, counterinsurgency, and ethnic repression during the conflicts of the 1990s, including in Kosovo.

A. Kosovo Police
Kosovo Police is the national law enforcement agency of Kosovo, responsible for maintaining public order, preventing and investigating crime, and ensuring internal security across the country.
B. Gendarmerie of the Kingdom of Yugoslavia
The Gendarmerie of the Kingdom of Yugoslavia was a national militarized police force responsible for maintaining internal security, public order, and law enforcement across the kingdom between the world wars.
C. Montenegrin Army
The Montenegrin Army was the military force of the Kingdom of Montenegro, active primarily in the late 19th and early 20th centuries and known for its role in the Balkan Wars and World War I before Montenegro’s incorporation into Yugoslavia.
D. Serbian Army
The Serbian Army was the military force of the Kingdom of Serbia, noted for its resilience and significant role in the Balkan Wars and World War I.
E. Serbian government
The Serbian government is the central authority of the Republic of Serbia, responsible for executive power, policy-making, and administration, including the protection of minority rights.
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_69ad8b207b0081909d2b48843fbd8795`	completed	March 8, 2026, 2:43 p.m.
NER	Named-entity recognition	`batch_69adcbfbecf8819099d80af480cbe2d2`	completed	March 8, 2026, 7:20 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b4e51e54108190ab60e189cfbb0db0`	completed	March 14, 2026, 4:33 a.m.
NEDg	Description generation	`batch_69b4e6a49ffc81908d6322b1ca6f6327`	completed	March 14, 2026, 4:40 a.m.
NED2	Entity disambiguation (via description)	`batch_69b4e7311cc4819098926b36b94cae96`	completed	March 14, 2026, 4:42 a.m.

Created at: March 8, 2026, 3:35 p.m.