Triple

T543533
Position Surface form Disambiguated ID Type / Status
Subject Western Roman Empire E12682 entity
Predicate importantBattle P15171 FINISHED
Object Battle of the Catalaunian Plains
The Battle of the Catalaunian Plains was a pivotal 451 AD clash in Gaul where Roman and allied forces halted Attila the Hun’s advance into Western Europe.
E68760 NE FINISHED

How this triple was built (5 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 the Catalaunian Plains | Statement: [Western Roman Empire, importantBattle, Battle of the Catalaunian Plains]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of the Catalaunian Plains
Context triple: [Western Roman Empire, importantBattle, Battle of the Catalaunian Plains]
  • A. Battle of Tours
    The Battle of Tours was an 8th-century clash in present-day France where Frankish forces under Charles Martel halted a major Muslim expansion into Western Europe, shaping the continent’s subsequent religious and political landscape.
  • B. Battle of Soissons
    The Battle of Soissons was a major World War I engagement in July 1918 near Soissons, France, where Allied forces, including U.S. Marines, launched a successful counteroffensive that helped turn the tide against Germany on the Western Front.
  • C. Battle of Carnuntum
    The Battle of Carnuntum was a major clash between Roman forces and Germanic tribes during the Marcomannic Wars, fought near the important Roman military and administrative center of Carnuntum on the Danube frontier.
  • D. Battle of the Zab
    The Battle of the Zab was the decisive 750 CE confrontation in which the Abbasid forces defeated the Umayyad Caliphate, leading to the latter’s collapse and the establishment of Abbasid rule over the Islamic empire.
  • E. Battle of the Milvian Bridge
    The Battle of the Milvian Bridge (312 CE) was a decisive clash between Constantine and Maxentius near Rome, famous for Constantine’s reported vision that led to his adoption of the Christian symbol and helped pave the way for the Roman Empire’s Christianization.
  • 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 the Catalaunian Plains
Triple: [Western Roman Empire, importantBattle, Battle of the Catalaunian Plains]
Generated description
The Battle of the Catalaunian Plains was a pivotal 451 AD clash in Gaul where Roman and allied forces halted Attila the Hun’s advance into Western Europe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of the Catalaunian Plains
Target entity description: The Battle of the Catalaunian Plains was a pivotal 451 AD clash in Gaul where Roman and allied forces halted Attila the Hun’s advance into Western Europe.
  • A. Battle of Tours
    The Battle of Tours was an 8th-century clash in present-day France where Frankish forces under Charles Martel halted a major Muslim expansion into Western Europe, shaping the continent’s subsequent religious and political landscape.
  • B. Battle of Soissons
    The Battle of Soissons was a major World War I engagement in July 1918 near Soissons, France, where Allied forces, including U.S. Marines, launched a successful counteroffensive that helped turn the tide against Germany on the Western Front.
  • C. Battle of Carnuntum
    The Battle of Carnuntum was a major clash between Roman forces and Germanic tribes during the Marcomannic Wars, fought near the important Roman military and administrative center of Carnuntum on the Danube frontier.
  • D. Battle of the Zab
    The Battle of the Zab was the decisive 750 CE confrontation in which the Abbasid forces defeated the Umayyad Caliphate, leading to the latter’s collapse and the establishment of Abbasid rule over the Islamic empire.
  • E. Battle of the Milvian Bridge
    The Battle of the Milvian Bridge (312 CE) was a decisive clash between Constantine and Maxentius near Rome, famous for Constantine’s reported vision that led to his adoption of the Christian symbol and helped pave the way for the Roman Empire’s Christianization.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: importantBattle
Context triple: [Western Roman Empire, importantBattle, Battle of the Catalaunian Plains]
  • A. battleOccurred
    Indicates that a conflict or combat event took place between specified parties at a particular time and/or location.
  • B. battleOccurredOn
    Indicates that a specific battle took place at or on a particular location or date.
  • C. mainBattle chosen
    Indicates that one battle is the primary or most significant engagement associated with a particular conflict, campaign, or entity.
  • D. majorWar
    Indicates a large-scale, intense armed conflict between major powers or involving substantial military forces and widespread impact.
  • E. battledIn
    Indicates that two or more entities engaged in a battle or conflict that took place at a specific location or during a particular event.
  • F. None of above.

Provenance (6 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_69a49334226c81908b0ea1689ef6aa3f completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a4986250508190ac91cfdf7d57073d completed March 1, 2026, 7:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69a4e02ab7dc819092a210eb0fcd59f4 completed March 2, 2026, 12:56 a.m.
NEDg Description generation batch_69a4e124306c8190bce165e684507553 completed March 2, 2026, 1 a.m.
NED2 Entity disambiguation (via description) batch_69a4e1e73b0c8190b4f050f76f8e58de completed March 2, 2026, 1:03 a.m.
PD Predicate disambiguation batch_69a494b8098481908097228db8ad0262 completed March 1, 2026, 7:34 p.m.
Created at: March 1, 2026, 7:32 p.m.