Triple

T11445712
Position Surface form Disambiguated ID Type / Status
Subject Legio IV Flavia Felix E271257 entity
Predicate participatedIn P149 FINISHED
Object Roman–Sarmatian conflicts
The Roman–Sarmatian conflicts were a series of military confrontations between the Roman Empire and the Sarmatian tribes along the Danube frontier, marked by cavalry warfare and recurring clashes over control of the Balkan and Pannonian regions.
E937933 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–Sarmatian conflicts | Statement: [Legio IV Flavia Felix, participatedIn, Roman–Sarmatian conflicts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roman–Sarmatian conflicts
Context triple: [Legio IV Flavia Felix, participatedIn, Roman–Sarmatian conflicts]
  • A. Roman–Parthian Wars
    The Roman–Parthian Wars were a series of protracted military conflicts between the Roman Empire and the Parthian Empire over dominance in the Near East from the 1st century BCE to the 3rd century CE.
  • B. Roman–Pontic conflicts
    The Roman–Pontic conflicts were a series of wars in the 1st century BC between the expanding Roman Republic and the Kingdom of Pontus under Mithridates VI, which reshaped power dynamics in the eastern Mediterranean.
  • C. Marcomannic Wars
    The Marcomannic Wars were a series of mid-2nd century conflicts in which the Roman Empire fought Germanic and other tribes along the Danube frontier, severely testing imperial military strength under Emperor Marcus Aurelius.
  • D. 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.
  • E. Late Roman–Hunnic conflicts
    The Late Roman–Hunnic conflicts were a series of 4th- and 5th-century wars between the Western and Eastern Roman Empires and the Hunnic confederation that played a major role in the destabilization and eventual transformation of the late antique Roman world.
  • 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–Sarmatian conflicts
Triple: [Legio IV Flavia Felix, participatedIn, Roman–Sarmatian conflicts]
Generated description
The Roman–Sarmatian conflicts were a series of military confrontations between the Roman Empire and the Sarmatian tribes along the Danube frontier, marked by cavalry warfare and recurring clashes over control of the Balkan and Pannonian regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roman–Sarmatian conflicts
Target entity description: The Roman–Sarmatian conflicts were a series of military confrontations between the Roman Empire and the Sarmatian tribes along the Danube frontier, marked by cavalry warfare and recurring clashes over control of the Balkan and Pannonian regions.
  • A. Roman–Parthian Wars
    The Roman–Parthian Wars were a series of protracted military conflicts between the Roman Empire and the Parthian Empire over dominance in the Near East from the 1st century BCE to the 3rd century CE.
  • B. Roman–Pontic conflicts
    The Roman–Pontic conflicts were a series of wars in the 1st century BC between the expanding Roman Republic and the Kingdom of Pontus under Mithridates VI, which reshaped power dynamics in the eastern Mediterranean.
  • C. Marcomannic Wars
    The Marcomannic Wars were a series of mid-2nd century conflicts in which the Roman Empire fought Germanic and other tribes along the Danube frontier, severely testing imperial military strength under Emperor Marcus Aurelius.
  • D. 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.
  • E. Late Roman–Hunnic conflicts
    The Late Roman–Hunnic conflicts were a series of 4th- and 5th-century wars between the Western and Eastern Roman Empires and the Hunnic confederation that played a major role in the destabilization and eventual transformation of the late antique Roman world.
  • 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_69d6aadff8888190a13f253f0d460874 completed April 8, 2026, 7:22 p.m.
NER Named-entity recognition batch_69d8088a66f48190b2b4a56cd62097cf completed April 9, 2026, 8:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69ee866bb71c819091573965f7cf0dee completed April 26, 2026, 9:40 p.m.
NEDg Description generation batch_69eeb310e04c8190a1004662d5bbc015 completed April 27, 2026, 12:51 a.m.
NED2 Entity disambiguation (via description) batch_69eee95dfff48190a3c3022cdfc6dafc completed April 27, 2026, 4:43 a.m.
Created at: April 8, 2026, 9:35 p.m.