Triple

T1703127
Position Surface form Disambiguated ID Type / Status
Subject Gaius Marius E36809 entity
Predicate victory P4779 FINISHED
Object Battle of Vercellae
The Battle of Vercellae was a decisive 101 BC clash in northern Italy where Roman forces under Gaius Marius annihilated the Cimbri, ending the Cimbrian War and cementing Marius’s military prestige.
E207418 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: Battle of Vercellae | Statement: [Gaius Marius, victory, Battle of Vercellae]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Vercellae
Context triple: [Gaius Marius, victory, Battle of Vercellae]
  • A. Battle of Aquae Sextiae
    The Battle of Aquae Sextiae was a decisive 102 BC clash in which the Roman general Gaius Marius annihilated the Teutones in southern Gaul, securing Rome from the Cimbrian threat and cementing his military reputation.
  • B. Battle of the Ticinus
    The Battle of the Ticinus was an early cavalry engagement of the Second Punic War in 218 BC, where Hannibal defeated Roman forces shortly after crossing the Alps into Italy.
  • C. Battle of Gergovia
    The Battle of Gergovia was a major 52 BC defeat for Julius Caesar’s legions at the hands of Vercingetorix’s Gallic forces, marking one of Rome’s rare setbacks in the Gallic Wars.
  • D. Battle of Beneventum
    The Battle of Beneventum was a decisive clash in 275 BC between Roman forces and the army of Pyrrhus of Epirus that effectively ended major Greek resistance in southern Italy and paved the way for Roman dominance over Magna Graecia.
  • E. Battle of Bibracte
    The Battle of Bibracte was a major 58 BC clash in which Julius Caesar decisively defeated the migrating Helvetii, helping to secure Roman dominance in Gaul.
  • 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: Battle of Vercellae
Triple: [Gaius Marius, victory, Battle of Vercellae]
Generated description
The Battle of Vercellae was a decisive 101 BC clash in northern Italy where Roman forces under Gaius Marius annihilated the Cimbri, ending the Cimbrian War and cementing Marius’s military prestige.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Vercellae
Target entity description: The Battle of Vercellae was a decisive 101 BC clash in northern Italy where Roman forces under Gaius Marius annihilated the Cimbri, ending the Cimbrian War and cementing Marius’s military prestige.
  • A. Battle of Aquae Sextiae
    The Battle of Aquae Sextiae was a decisive 102 BC clash in which the Roman general Gaius Marius annihilated the Teutones in southern Gaul, securing Rome from the Cimbrian threat and cementing his military reputation.
  • B. Battle of the Ticinus
    The Battle of the Ticinus was an early cavalry engagement of the Second Punic War in 218 BC, where Hannibal defeated Roman forces shortly after crossing the Alps into Italy.
  • C. Battle of Gergovia
    The Battle of Gergovia was a major 52 BC defeat for Julius Caesar’s legions at the hands of Vercingetorix’s Gallic forces, marking one of Rome’s rare setbacks in the Gallic Wars.
  • D. Battle of Beneventum
    The Battle of Beneventum was a decisive clash in 275 BC between Roman forces and the army of Pyrrhus of Epirus that effectively ended major Greek resistance in southern Italy and paved the way for Roman dominance over Magna Graecia.
  • E. Battle of Bibracte
    The Battle of Bibracte was a major 58 BC clash in which Julius Caesar decisively defeated the migrating Helvetii, helping to secure Roman dominance in Gaul.
  • 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_69a88617439c819094ffb5d16a0f6307 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa62f0eb408190809d1f6496d38e0b completed March 6, 2026, 5:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69add1afd1ac8190862ca355eec09e4a completed March 8, 2026, 7:44 p.m.
NEDg Description generation batch_69add25c9c208190a576cf1123c0a2e6 completed March 8, 2026, 7:47 p.m.
NED2 Entity disambiguation (via description) batch_69add32803a48190b8ff08c605790f22 completed March 8, 2026, 7:51 p.m.
Created at: March 4, 2026, 7:30 p.m.