Triple

T3629544
Position Surface form Disambiguated ID Type / Status
Subject Macedonian dynasty E76921 entity
Predicate namedAfter P63 FINISHED
Object Macedonia (Byzantine theme)
Macedonia (Byzantine theme) was a Byzantine military-administrative district in the Balkans that served as a key frontier province and later lent its name to the influential Macedonian dynasty.
E374547 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: Macedonia (Byzantine theme) | Statement: [Macedonian dynasty, namedAfter, Macedonia (Byzantine theme)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Macedonia (Byzantine theme)
Context triple: [Macedonian dynasty, namedAfter, Macedonia (Byzantine theme)]
  • A. Thrace
    Thrace is a historical and geographical region in Southeast Europe, now divided among Bulgaria, Greece, and Turkey, known for its strategic location between the Balkans and the Aegean and Black Seas.
  • B. Duchy of Neopatras
    The Duchy of Neopatras was a short-lived medieval principality in central Greece established in the 14th century under Catalan and later Aragonese rule.
  • C. 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.
  • D. Despotate of Epirus
    The Despotate of Epirus was a medieval Greek successor state to the Byzantine Empire, centered in northwestern Greece and Albania, that emerged after the Fourth Crusade and played a key role in the regional struggle to restore Byzantine rule.
  • E. Duchy of Athens
    The Duchy of Athens was a medieval Crusader state in central Greece, later ruled by the Crown of Aragon, that emerged after the Fourth Crusade and became a significant Latin principality in the eastern Mediterranean.
  • 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: Macedonia (Byzantine theme)
Triple: [Macedonian dynasty, namedAfter, Macedonia (Byzantine theme)]
Generated description
Macedonia (Byzantine theme) was a Byzantine military-administrative district in the Balkans that served as a key frontier province and later lent its name to the influential Macedonian dynasty.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Macedonia (Byzantine theme)
Target entity description: Macedonia (Byzantine theme) was a Byzantine military-administrative district in the Balkans that served as a key frontier province and later lent its name to the influential Macedonian dynasty.
  • A. Thrace
    Thrace is a historical and geographical region in Southeast Europe, now divided among Bulgaria, Greece, and Turkey, known for its strategic location between the Balkans and the Aegean and Black Seas.
  • B. Duchy of Neopatras
    The Duchy of Neopatras was a short-lived medieval principality in central Greece established in the 14th century under Catalan and later Aragonese rule.
  • C. 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.
  • D. Despotate of Epirus
    The Despotate of Epirus was a medieval Greek successor state to the Byzantine Empire, centered in northwestern Greece and Albania, that emerged after the Fourth Crusade and played a key role in the regional struggle to restore Byzantine rule.
  • E. Duchy of Athens
    The Duchy of Athens was a medieval Crusader state in central Greece, later ruled by the Crown of Aragon, that emerged after the Fourth Crusade and became a significant Latin principality in the eastern Mediterranean.
  • 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_69ad85dc03948190b35b7189e4175bcc completed March 8, 2026, 2:21 p.m.
NER Named-entity recognition batch_69adc300223881909019982ebf194f78 completed March 8, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69b43328931881908bd92cb32a366e93 completed March 13, 2026, 3:54 p.m.
NEDg Description generation batch_69b433a037588190a0629defe365515d completed March 13, 2026, 3:56 p.m.
NED2 Entity disambiguation (via description) batch_69b437493384819084a7213fe754526b completed March 13, 2026, 4:11 p.m.
Created at: March 8, 2026, 3:23 p.m.