Triple

T8350569
Position Surface form Disambiguated ID Type / Status
Subject Roman–Parthian frontier zone E196146 entity
Predicate followedBy P78 FINISHED
Object Roman–Sasanian frontier zone
The Roman–Sasanian frontier zone was the long-contested border region between the Roman (later Byzantine) Empire and the Sasanian Persian Empire, marked by frequent wars, fortified cities, and shifting spheres of influence across the Near East.
E729357 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: Roman–Sasanian frontier zone | Statement: [Roman–Parthian frontier zone, followedBy, Roman–Sasanian frontier zone]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roman–Sasanian frontier zone
Context triple: [Roman–Parthian frontier zone, followedBy, Roman–Sasanian frontier zone]
  • A. 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.
  • B. Persian frontiers
    Persian frontiers refers to the historical and geopolitical boundaries of Persia (Iran), particularly as they evolved and were contested in relation to neighboring empires and colonial powers.
  • C. Egyptian–Syrian frontier
    The Egyptian–Syrian frontier was the strategically vital border region between Ptolemaic Egypt and the Seleucid-controlled Levant that became a primary battleground in their Hellenistic-era conflicts.
  • D. Limes Arabicus frontier zone
    The Limes Arabicus frontier zone was a fortified border region of the eastern Roman and later Byzantine Empire in the Levant and northern Arabia, marked by military installations, roads, and settlements that controlled movement between the desert and settled lands.
  • E. Northern Frontier
    Northern Frontier is a themed exhibit area at the San Diego Zoo that showcases cold-climate animals such as polar bears and other Arctic species.
  • 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: Roman–Sasanian frontier zone
Triple: [Roman–Parthian frontier zone, followedBy, Roman–Sasanian frontier zone]
Generated description
The Roman–Sasanian frontier zone was the long-contested border region between the Roman (later Byzantine) Empire and the Sasanian Persian Empire, marked by frequent wars, fortified cities, and shifting spheres of influence across the Near East.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roman–Sasanian frontier zone
Target entity description: The Roman–Sasanian frontier zone was the long-contested border region between the Roman (later Byzantine) Empire and the Sasanian Persian Empire, marked by frequent wars, fortified cities, and shifting spheres of influence across the Near East.
  • A. 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.
  • B. Persian frontiers
    Persian frontiers refers to the historical and geopolitical boundaries of Persia (Iran), particularly as they evolved and were contested in relation to neighboring empires and colonial powers.
  • C. Egyptian–Syrian frontier
    The Egyptian–Syrian frontier was the strategically vital border region between Ptolemaic Egypt and the Seleucid-controlled Levant that became a primary battleground in their Hellenistic-era conflicts.
  • D. Limes Arabicus frontier zone
    The Limes Arabicus frontier zone was a fortified border region of the eastern Roman and later Byzantine Empire in the Levant and northern Arabia, marked by military installations, roads, and settlements that controlled movement between the desert and settled lands.
  • E. Northern Frontier
    Northern Frontier is a themed exhibit area at the San Diego Zoo that showcases cold-climate animals such as polar bears and other Arctic species.
  • 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_69ca82edd63c8190b876b8465464c5fa completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb80181ca48190bbf2e6a6aae80d69 completed March 31, 2026, 8:04 a.m.
NED1 Entity disambiguation (via context triple) batch_69cde7b2d00c8190b7df13a0853a6374 completed April 2, 2026, 3:51 a.m.
NEDg Description generation batch_69cdeb2209908190a9c2b7258295561e completed April 2, 2026, 4:05 a.m.
NED2 Entity disambiguation (via description) batch_69cdec53410c8190b4c5e412922801dd completed April 2, 2026, 4:10 a.m.
Created at: March 30, 2026, 5:59 p.m.