Triple

T12486571

Position	Surface form	Disambiguated ID	Type / Status
Subject	Battle of Klokotnitsa	`E298446`	entity
Predicate	opponentState	`P23904`	FINISHED
Object	Empire of Thessalonica The Empire of Thessalonica was a short-lived Byzantine Greek successor state founded after the Fourth Crusade, centered on the city of Thessaloniki and competing with neighboring powers for control of former Byzantine territories in the Balkans.	`E983466`	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: Empire of Thessalonica | Statement: [Battle of Klokotnitsa, opponentState, Empire of Thessalonica]

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

Target entity: Empire of Thessalonica
Context triple: [Battle of Klokotnitsa, opponentState, Empire of Thessalonica]

A. Kingdom of Thessalonica
The Kingdom of Thessalonica was a short-lived Crusader state established after the Fourth Crusade in northern Greece, centered on the city of Thessaloniki.
B. Empire of Nicaea
The Empire of Nicaea was a Byzantine Greek successor state founded after the Fourth Crusade that became the principal center of Byzantine resistance and ultimately restored the Byzantine Empire by recapturing Constantinople in 1261.
C. Empire of Trebizond
The Empire of Trebizond was a medieval Byzantine successor state on the southeastern coast of the Black Sea, centered on the city of Trebizond (modern Trabzon) and known for its strategic trade position and distinctive Greek culture.
D. Kingdom of Thrace
The Kingdom of Thrace was a Hellenistic monarchy in the region of Thrace, established after Alexander the Great’s death and known for its strategic position between Greece and Asia Minor.
E. Kingdom of the Bosporus
The Kingdom of the Bosporus was an ancient Greco-Scythian state centered around the Cimmerian Bosporus (modern Kerch Strait), known as a wealthy trading hub linking the Greek world with the Eurasian steppe.
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: Empire of Thessalonica
Triple: [Battle of Klokotnitsa, opponentState, Empire of Thessalonica]

Generated description

The Empire of Thessalonica was a short-lived Byzantine Greek successor state founded after the Fourth Crusade, centered on the city of Thessaloniki and competing with neighboring powers for control of former Byzantine territories in the Balkans.

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

Target entity: Empire of Thessalonica
Target entity description: The Empire of Thessalonica was a short-lived Byzantine Greek successor state founded after the Fourth Crusade, centered on the city of Thessaloniki and competing with neighboring powers for control of former Byzantine territories in the Balkans.

A. Kingdom of Thessalonica
The Kingdom of Thessalonica was a short-lived Crusader state established after the Fourth Crusade in northern Greece, centered on the city of Thessaloniki.
B. Empire of Nicaea
The Empire of Nicaea was a Byzantine Greek successor state founded after the Fourth Crusade that became the principal center of Byzantine resistance and ultimately restored the Byzantine Empire by recapturing Constantinople in 1261.
C. Empire of Trebizond
The Empire of Trebizond was a medieval Byzantine successor state on the southeastern coast of the Black Sea, centered on the city of Trebizond (modern Trabzon) and known for its strategic trade position and distinctive Greek culture.
D. Kingdom of Thrace
The Kingdom of Thrace was a Hellenistic monarchy in the region of Thrace, established after Alexander the Great’s death and known for its strategic position between Greece and Asia Minor.
E. Kingdom of the Bosporus
The Kingdom of the Bosporus was an ancient Greco-Scythian state centered around the Cimmerian Bosporus (modern Kerch Strait), known as a wealthy trading hub linking the Greek world with the Eurasian steppe.
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_69d6ada377208190a36011199a4d8558`	completed	April 8, 2026, 7:33 p.m.
NER	Named-entity recognition	`batch_69d94de077bc81908b5ff057a1bf2b4f`	completed	April 10, 2026, 7:22 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f63f2b5ed481909ead4f5b96d44064`	completed	May 2, 2026, 6:15 p.m.
NEDg	Description generation	`batch_69f6401199408190ad2657802afd93c9`	completed	May 2, 2026, 6:18 p.m.
NED2	Entity disambiguation (via description)	`batch_69f6416ba1bc8190a772bffe4d83ec15`	completed	May 2, 2026, 6:24 p.m.

Created at: April 8, 2026, 9:56 p.m.