Triple

T7174140

Position	Surface form	Disambiguated ID	Type / Status
Subject	Sofia Province	`E167275`	entity
Predicate	hasMunicipality	`P847`	FINISHED
Object	Petrich Municipality (historical/administrative context may vary) Petrich Municipality is a local administrative unit in southwestern Bulgaria, centered on the town of Petrich and known for its location near the borders with Greece and North Macedonia.	`E646762`	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: Petrich Municipality (historical/administrative context may vary) | Statement: [Sofia Province, hasMunicipality, Petrich Municipality (historical/administrative context may vary)]

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

Target entity: Petrich Municipality (historical/administrative context may vary)
Context triple: [Sofia Province, hasMunicipality, Petrich Municipality (historical/administrative context may vary)]

A. Pazardzhik Municipality
Pazardzhik Municipality is an administrative region in southern Bulgaria centered on the city of Pazardzhik, encompassing the city and surrounding settlements within Pazardzhik Province.
B. Municipality of Thessaloniki
The Municipality of Thessaloniki is the central local government area encompassing the historic core and urban center of Greece’s second-largest city, Thessaloniki.
C. Troyan Municipality
Troyan Municipality is an administrative region in central Bulgaria known for encompassing the historic Troyan Monastery and parts of the Balkan Mountains.
D. Municipality of Serres
The Municipality of Serres is the local government authority responsible for administering the city of Serres and its surrounding area in Central Macedonia, Greece.
E. Municipality of Metsovo
The Municipality of Metsovo is a local government area in the Epirus region of northwestern Greece, centered on the mountainous town of Metsovo and known for its traditional architecture, cultural heritage, and alpine landscape.
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: Petrich Municipality (historical/administrative context may vary)
Triple: [Sofia Province, hasMunicipality, Petrich Municipality (historical/administrative context may vary)]

Generated description

Petrich Municipality is a local administrative unit in southwestern Bulgaria, centered on the town of Petrich and known for its location near the borders with Greece and North Macedonia.

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

Target entity: Petrich Municipality (historical/administrative context may vary)
Target entity description: Petrich Municipality is a local administrative unit in southwestern Bulgaria, centered on the town of Petrich and known for its location near the borders with Greece and North Macedonia.

A. Pazardzhik Municipality
Pazardzhik Municipality is an administrative region in southern Bulgaria centered on the city of Pazardzhik, encompassing the city and surrounding settlements within Pazardzhik Province.
B. Municipality of Thessaloniki
The Municipality of Thessaloniki is the central local government area encompassing the historic core and urban center of Greece’s second-largest city, Thessaloniki.
C. Troyan Municipality
Troyan Municipality is an administrative region in central Bulgaria known for encompassing the historic Troyan Monastery and parts of the Balkan Mountains.
D. Municipality of Serres
The Municipality of Serres is the local government authority responsible for administering the city of Serres and its surrounding area in Central Macedonia, Greece.
E. Municipality of Metsovo
The Municipality of Metsovo is a local government area in the Epirus region of northwestern Greece, centered on the mountainous town of Metsovo and known for its traditional architecture, cultural heritage, and alpine landscape.
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_69c68889a2748190a316c5e65360361a`	completed	March 27, 2026, 1:39 p.m.
NER	Named-entity recognition	`batch_69c6e88d770c8190b8d06dcd08447c08`	completed	March 27, 2026, 8:29 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c7b921b1e48190b25c1337f6187174`	completed	March 28, 2026, 11:18 a.m.
NEDg	Description generation	`batch_69c7b9b0867081909be41ffb8b088e16`	completed	March 28, 2026, 11:21 a.m.
NED2	Entity disambiguation (via description)	`batch_69c7ba1a770c819085a25eb796312822`	completed	March 28, 2026, 11:23 a.m.

Created at: March 27, 2026, 2:48 p.m.