Triple

T6311632

Position	Surface form	Disambiguated ID	Type / Status
Subject	Vlatko Andonovski	`E141516`	entity
Predicate	givenName	`P17`	FINISHED
Object	Vlatko Vlatko is a masculine given name commonly used in Slavic countries, particularly in North Macedonia and other parts of the Balkans.	`E588863`	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: Vlatko | Statement: [Vlatko Andonovski, givenName, Vlatko]

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

Target entity: Vlatko
Context triple: [Vlatko Andonovski, givenName, Vlatko]

A. Ilija
Ilija is a masculine given name of Slavic origin, commonly used in countries such as Bulgaria, Serbia, and North Macedonia.
B. Mihajlo
Mihajlo is the Serbian given name of Michael I. Pupin, the renowned Serbian-American physicist, inventor, and Columbia University professor.
C. Petar
Petar is a given name commonly used in Slavic countries, equivalent to the English name Peter.
D. Saša
Saša is a given name commonly used in Slavic countries, often as a diminutive of Aleksandar or Aleksandra.
E. Vladimir Ružić
Vladimir Ružić is a person bearing the Croatian surname Ružić, likely of Croatian or broader South Slavic origin.
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: Vlatko
Triple: [Vlatko Andonovski, givenName, Vlatko]

Generated description

Vlatko is a masculine given name commonly used in Slavic countries, particularly in North Macedonia and other parts of the Balkans.

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

Target entity: Vlatko
Target entity description: Vlatko is a masculine given name commonly used in Slavic countries, particularly in North Macedonia and other parts of the Balkans.

A. Ilija
Ilija is a masculine given name of Slavic origin, commonly used in countries such as Bulgaria, Serbia, and North Macedonia.
B. Mihajlo
Mihajlo is the Serbian given name of Michael I. Pupin, the renowned Serbian-American physicist, inventor, and Columbia University professor.
C. Petar
Petar is a given name commonly used in Slavic countries, equivalent to the English name Peter.
D. Saša
Saša is a given name commonly used in Slavic countries, often as a diminutive of Aleksandar or Aleksandra.
E. Vladimir Ružić
Vladimir Ružić is a person bearing the Croatian surname Ružić, likely of Croatian or broader South Slavic origin.
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_69c008d00efc8190a36c05b4b4a3bf4b`	completed	March 22, 2026, 3:20 p.m.
NER	Named-entity recognition	`batch_69c0649d1e048190a3fc7fbce9d2ee57`	completed	March 22, 2026, 9:52 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c62d2cd75c81908961633a7ccf5dc9`	completed	March 27, 2026, 7:09 a.m.
NEDg	Description generation	`batch_69c630a27c7081908be22c89549bb8bf`	completed	March 27, 2026, 7:24 a.m.
NED2	Entity disambiguation (via description)	`batch_69c63115d7a48190ab586d34b44a2128`	completed	March 27, 2026, 7:26 a.m.

Created at: March 22, 2026, 4:28 p.m.