Triple

T8311219
Position Surface form Disambiguated ID Type / Status
Subject Leo I E194593 entity
Predicate militaryConflict P12 FINISHED
Object Vandalic War (expedition of 468)
The Vandalic War (expedition of 468) was a massive but ultimately disastrous Eastern Roman naval campaign launched under Emperor Leo I to overthrow the Vandal Kingdom in North Africa.
E726486 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: Vandalic War (expedition of 468) | Statement: [Leo I, militaryConflict, Vandalic War (expedition of 468)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Vandalic War (expedition of 468)
Context triple: [Leo I, militaryConflict, Vandalic War (expedition of 468)]
  • A. Vandalic War in North Africa
    The Vandalic War in North Africa was a 6th-century Byzantine campaign under Emperor Justinian I that reconquered the Vandal Kingdom and restored imperial control over key western Mediterranean territories.
  • B. Iberian War of Justinian
    The Iberian War of Justinian was a 6th-century conflict between the Eastern Roman (Byzantine) Empire and the Sasanian Persian Empire over control and influence in the Caucasian kingdom of Iberia.
  • C. Gothic War (376–382)
    The Gothic War (376–382) was a late 4th-century conflict between the Eastern Roman Empire and Gothic tribes that culminated in the catastrophic Roman defeat at the Battle of Adrianople and reshaped imperial-Gothic relations.
  • D. Byzantine–Ostrogothic conflicts
    The Byzantine–Ostrogothic conflicts were a series of wars in the 6th century between the Eastern Roman (Byzantine) Empire and the Ostrogothic Kingdom in Italy, culminating in the Byzantine reconquest of the Italian peninsula.
  • E. Byzantine–Visigothic conflicts
    The Byzantine–Visigothic conflicts were a series of 6th–7th century wars in the Iberian Peninsula between the Eastern Roman (Byzantine) Empire and the Visigothic Kingdom over territorial control and regional dominance.
  • 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: Vandalic War (expedition of 468)
Triple: [Leo I, militaryConflict, Vandalic War (expedition of 468)]
Generated description
The Vandalic War (expedition of 468) was a massive but ultimately disastrous Eastern Roman naval campaign launched under Emperor Leo I to overthrow the Vandal Kingdom in North Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Vandalic War (expedition of 468)
Target entity description: The Vandalic War (expedition of 468) was a massive but ultimately disastrous Eastern Roman naval campaign launched under Emperor Leo I to overthrow the Vandal Kingdom in North Africa.
  • A. Vandalic War in North Africa
    The Vandalic War in North Africa was a 6th-century Byzantine campaign under Emperor Justinian I that reconquered the Vandal Kingdom and restored imperial control over key western Mediterranean territories.
  • B. Iberian War of Justinian
    The Iberian War of Justinian was a 6th-century conflict between the Eastern Roman (Byzantine) Empire and the Sasanian Persian Empire over control and influence in the Caucasian kingdom of Iberia.
  • C. Gothic War (249–251)
    The Gothic War (249–251) was a mid-3rd-century conflict in which Gothic forces invaded the Roman Empire during Emperor Decius’s reign, culminating in his death at the Battle of Abritus and highlighting the empire’s growing military and political instability.
  • D. Gothic War (376–382)
    The Gothic War (376–382) was a late 4th-century conflict between the Eastern Roman Empire and Gothic tribes that culminated in the catastrophic Roman defeat at the Battle of Adrianople and reshaped imperial-Gothic relations.
  • E. Byzantine–Ostrogothic conflicts
    The Byzantine–Ostrogothic conflicts were a series of wars in the 6th century between the Eastern Roman (Byzantine) Empire and the Ostrogothic Kingdom in Italy, culminating in the Byzantine reconquest of the Italian peninsula.
  • 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_69ca82e6e2648190a31eaf6f4f757b2a completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7f2eecb08190ae0ba8adbaf58c8f completed March 31, 2026, 8 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd956f01748190a0db22ef68126bee completed April 1, 2026, 10 p.m.
NEDg Description generation batch_69cdb20e46b881908d3c6b177e206e50 completed April 2, 2026, 12:02 a.m.
NED2 Entity disambiguation (via description) batch_69cdb654a2348190a41a6aebf96d8ea6 completed April 2, 2026, 12:20 a.m.
Created at: March 30, 2026, 5:54 p.m.