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.