Triple

T15603469
Position Surface form Disambiguated ID Type / Status
Subject Bessi E375090 entity
Predicate event P1664 FINISHED
Object Roman campaigns of subjugation in Thrace
The Roman campaigns of subjugation in Thrace were a series of military operations by the Roman Republic and later the Empire to conquer and pacify the Thracian tribes, notably the Bessi, and integrate their territories into Roman provincial rule.
E1166812 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: Roman campaigns of subjugation in Thrace | Statement: [Bessi, event, Roman campaigns of subjugation in Thrace]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roman campaigns of subjugation in Thrace
Context triple: [Bessi, event, Roman campaigns of subjugation in Thrace]
  • A. Dacian Wars
    The Dacian Wars were a series of early 2nd-century Roman military campaigns in which Emperor Trajan conquered the Dacian kingdom, expanding the Roman Empire and securing its northeastern frontier.
  • B. Roman eastern campaigns
    The Roman eastern campaigns were a series of military expeditions by the Roman Empire aimed at expanding and securing its influence in the Near East, particularly through repeated conflicts with the Parthian and later Sasanian Persian empires.
  • C. Roman campaigns against the Vaccaei
    The Roman campaigns against the Vaccaei were a series of military operations in central Hispania aimed at subduing the Vaccaei people and consolidating Roman control over the Iberian Peninsula.
  • D. Gallic campaigns of the Western Roman Empire
    The Gallic campaigns of the Western Roman Empire were late 5th-century military efforts by the crumbling Western imperial government to retain control over Roman Gaul against invading Germanic kingdoms and internal usurpers.
  • E. Roman eastern campaigns under Lucius Verus
    The Roman eastern campaigns under Lucius Verus were a series of mid-2nd-century military operations against the Parthian Empire that expanded Roman influence in Mesopotamia and secured the eastern frontier of the empire.
  • 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: Roman campaigns of subjugation in Thrace
Triple: [Bessi, event, Roman campaigns of subjugation in Thrace]
Generated description
The Roman campaigns of subjugation in Thrace were a series of military operations by the Roman Republic and later the Empire to conquer and pacify the Thracian tribes, notably the Bessi, and integrate their territories into Roman provincial rule.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roman campaigns of subjugation in Thrace
Target entity description: The Roman campaigns of subjugation in Thrace were a series of military operations by the Roman Republic and later the Empire to conquer and pacify the Thracian tribes, notably the Bessi, and integrate their territories into Roman provincial rule.
  • A. Dacian Wars
    The Dacian Wars were a series of early 2nd-century Roman military campaigns in which Emperor Trajan conquered the Dacian kingdom, expanding the Roman Empire and securing its northeastern frontier.
  • B. Roman eastern campaigns
    The Roman eastern campaigns were a series of military expeditions by the Roman Empire aimed at expanding and securing its influence in the Near East, particularly through repeated conflicts with the Parthian and later Sasanian Persian empires.
  • C. Roman campaigns against the Vaccaei
    The Roman campaigns against the Vaccaei were a series of military operations in central Hispania aimed at subduing the Vaccaei people and consolidating Roman control over the Iberian Peninsula.
  • D. Gallic campaigns of the Western Roman Empire
    The Gallic campaigns of the Western Roman Empire were late 5th-century military efforts by the crumbling Western imperial government to retain control over Roman Gaul against invading Germanic kingdoms and internal usurpers.
  • E. Roman eastern campaigns under Lucius Verus
    The Roman eastern campaigns under Lucius Verus were a series of mid-2nd-century military operations against the Parthian Empire that expanded Roman influence in Mesopotamia and secured the eastern frontier of the empire.
  • 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_69d85cce25008190b13b52745fbd719b completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04e6399d88190b2c3e781667666d4 completed April 16, 2026, 2:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff56d1607c8190a42dc664abe45b32 completed May 9, 2026, 3:46 p.m.
NEDg Description generation batch_69ff57c304188190afa695ae88cf0234 completed May 9, 2026, 3:50 p.m.
NED2 Entity disambiguation (via description) batch_69ff5920436c81909addad5bb4566ae9 completed May 9, 2026, 3:56 p.m.
Created at: April 10, 2026, 4:12 a.m.