Triple

T14662059
Position Surface form Disambiguated ID Type / Status
Subject Hunnic invasions of Gaul E344269 entity
Predicate hasPart P35 FINISHED
Object Hunnic raid on Metz (451)
The Hunnic raid on Metz in 451 was a devastating attack led by Attila’s forces during their campaign in Gaul, resulting in the sacking and burning of the city and the massacre or enslavement of many inhabitants.
E344269 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: Hunnic raid on Metz (451) | Statement: [Hunnic invasions of Gaul, hasPart, Hunnic raid on Metz (451)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hunnic raid on Metz (451)
Context triple: [Hunnic invasions of Gaul, hasPart, Hunnic raid on Metz (451)]
  • A. Hunnic invasions of Gaul
    The Hunnic invasions of Gaul were a series of 5th-century military campaigns led by Attila the Hun that threatened Roman and barbarian territories in Western Europe and culminated in major clashes with Roman-allied forces.
  • B. Crossing of the Rhine in 406
    The Crossing of the Rhine in 406 was a major mass invasion of Roman Gaul by various Germanic and other tribes that marked a critical turning point in the decline of the Western Roman Empire.
  • C. siege of the Aduatuci stronghold
    The siege of the Aduatuci stronghold was a Roman military operation in 57 BC during Julius Caesar’s Gallic Wars, in which his legions besieged and captured the fortified settlement of the Aduatuci in present-day Belgium.
  • D. Battle of Soissons (486)
    The Battle of Soissons (486) was a decisive early Frankish victory under Clovis I that marked the collapse of Roman authority in northern Gaul and the expansion of the Frankish kingdom.
  • E. Battle of Tolbiac
    The Battle of Tolbiac was a late 5th-century clash traditionally associated with the Franks’ victory over the Alemanni and the legendary conversion of King Clovis I to Christianity.
  • 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: Hunnic raid on Metz (451)
Triple: [Hunnic invasions of Gaul, hasPart, Hunnic raid on Metz (451)]
Generated description
The Hunnic raid on Metz in 451 was a devastating attack led by Attila’s forces during their campaign in Gaul, resulting in the sacking and burning of the city and the massacre or enslavement of many inhabitants.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hunnic raid on Metz (451)
Target entity description: The Hunnic raid on Metz in 451 was a devastating attack led by Attila’s forces during their campaign in Gaul, resulting in the sacking and burning of the city and the massacre or enslavement of many inhabitants.
  • A. Hunnic invasions of Gaul chosen
    The Hunnic invasions of Gaul were a series of 5th-century military campaigns led by Attila the Hun that threatened Roman and barbarian territories in Western Europe and culminated in major clashes with Roman-allied forces.
  • B. Crossing of the Rhine in 406
    The Crossing of the Rhine in 406 was a major mass invasion of Roman Gaul by various Germanic and other tribes that marked a critical turning point in the decline of the Western Roman Empire.
  • C. siege of the Aduatuci stronghold
    The siege of the Aduatuci stronghold was a Roman military operation in 57 BC during Julius Caesar’s Gallic Wars, in which his legions besieged and captured the fortified settlement of the Aduatuci in present-day Belgium.
  • D. Battle of Soissons (486)
    The Battle of Soissons (486) was a decisive early Frankish victory under Clovis I that marked the collapse of Roman authority in northern Gaul and the expansion of the Frankish kingdom.
  • E. Battle of Tolbiac
    The Battle of Tolbiac was a late 5th-century clash traditionally associated with the Franks’ victory over the Alemanni and the legendary conversion of King Clovis I to Christianity.
  • F. None of above.

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_69d822e283fc8190a0e4c235cf880052 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb51c84448190a1f5fa9ab8a1e2c4 completed April 14, 2026, 9:43 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdd5e28f848190a3d686bc11336601 completed May 8, 2026, 12:24 p.m.
NEDg Description generation batch_69fdd65a6c24819088fb18ffcdfe6404 completed May 8, 2026, 12:26 p.m.
NED2 Entity disambiguation (via description) batch_69fdd6f172288190ba7097518b1a971e completed May 8, 2026, 12:28 p.m.
Created at: April 10, 2026, 1:27 a.m.