Triple

T9554782
Position Surface form Disambiguated ID Type / Status
Subject Limes Germanicus E230513 entity
Predicate partOf P40 FINISHED
Object frontiers of the Roman Empire
The frontiers of the Roman Empire were the vast, fortified boundary systems—comprising walls, forts, and natural barriers—that marked and defended the limits of Roman territorial control across Europe, the Middle East, and North Africa.
E807406 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: frontiers of the Roman Empire | Statement: [Limes Germanicus, partOf, frontiers of the Roman Empire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: frontiers of the Roman Empire
Context triple: [Limes Germanicus, partOf, frontiers of the Roman Empire]
  • A. Limes Germanicus
    Limes Germanicus was a fortified frontier system of the Roman Empire that marked and defended its boundary in the regions of Germania.
  • B. Roman–Parthian frontier zone
    The Roman–Parthian frontier zone was the contested border region between the Roman and Parthian Empires, marked by fortified cities, shifting control, and frequent military and diplomatic encounters.
  • C. Danube limes
    The Danube limes was a major fortified frontier line of the Roman Empire along the Danube River, consisting of military camps, watchtowers, and fortifications that protected its northern border in Central and Eastern Europe.
  • D. Servian Wall
    The Servian Wall was an early defensive fortification of ancient Rome, encircling the city with massive stone ramparts built in the 4th century BCE.
  • E. Hadrian's Wall
    Hadrian's Wall is a monumental Roman defensive fortification in northern England that marked the empire’s northern frontier in Britain.
  • 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: frontiers of the Roman Empire
Triple: [Limes Germanicus, partOf, frontiers of the Roman Empire]
Generated description
The frontiers of the Roman Empire were the vast, fortified boundary systems—comprising walls, forts, and natural barriers—that marked and defended the limits of Roman territorial control across Europe, the Middle East, and North Africa.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: frontiers of the Roman Empire
Target entity description: The frontiers of the Roman Empire were the vast, fortified boundary systems—comprising walls, forts, and natural barriers—that marked and defended the limits of Roman territorial control across Europe, the Middle East, and North Africa.
  • A. Limes Germanicus
    Limes Germanicus was a fortified frontier system of the Roman Empire that marked and defended its boundary in the regions of Germania.
  • B. Roman–Parthian frontier zone
    The Roman–Parthian frontier zone was the contested border region between the Roman and Parthian Empires, marked by fortified cities, shifting control, and frequent military and diplomatic encounters.
  • C. Danube limes
    The Danube limes was a major fortified frontier line of the Roman Empire along the Danube River, consisting of military camps, watchtowers, and fortifications that protected its northern border in Central and Eastern Europe.
  • D. Servian Wall
    The Servian Wall was an early defensive fortification of ancient Rome, encircling the city with massive stone ramparts built in the 4th century BCE.
  • E. Hadrian's Wall
    Hadrian's Wall is a monumental Roman defensive fortification in northern England that marked the empire’s northern frontier in Britain.
  • 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_69ca847d3be8819099c9dad2a7e786f1 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd992412148190b092bd9918764d5f completed April 1, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_69d1528bd99881909e3f51472a99917f completed April 4, 2026, 6:03 p.m.
NEDg Description generation batch_69d156a5b65c8190a7c7616b6df6c181 completed April 4, 2026, 6:21 p.m.
NED2 Entity disambiguation (via description) batch_69d15740036c8190ada8ccf59c1436d9 completed April 4, 2026, 6:24 p.m.
Created at: March 30, 2026, 8:03 p.m.