Triple
T9670214
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Byzantine military aristocracy |
E234005
|
entity |
| Predicate | basedIn |
P40
|
FINISHED |
| Object |
Byzantine frontier regions
The Byzantine frontier regions were militarized border zones of the empire where local elites and soldiers defended against neighboring powers and often developed a distinct, semi-autonomous military culture.
|
E813264
|
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: Byzantine frontier regions | Statement: [Byzantine military aristocracy, basedIn, Byzantine frontier regions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Byzantine frontier regions Context triple: [Byzantine military aristocracy, basedIn, Byzantine frontier regions]
-
A.
Byzantine frontier in northwestern Anatolia
The Byzantine frontier in northwestern Anatolia was a contested borderland between the late Byzantine Empire and emerging Turkish beyliks, notably becoming the early power base from which the Ottoman state first expanded.
-
B.
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.
-
C.
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.
-
D.
Danubian frontier
The Danubian frontier was a key defensive and military boundary of the Roman Empire along the Danube River, guarding its central and eastern European provinces from external threats.
-
E.
Byzantine fortifications
Byzantine fortifications are the defensive walls and military structures built by the Byzantine Empire to protect key cities and strategic locations, often featuring massive stone walls, towers, and gates.
- 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: Byzantine frontier regions Triple: [Byzantine military aristocracy, basedIn, Byzantine frontier regions]
Generated description
The Byzantine frontier regions were militarized border zones of the empire where local elites and soldiers defended against neighboring powers and often developed a distinct, semi-autonomous military culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Byzantine frontier regions Target entity description: The Byzantine frontier regions were militarized border zones of the empire where local elites and soldiers defended against neighboring powers and often developed a distinct, semi-autonomous military culture.
-
A.
Byzantine frontier in northwestern Anatolia
The Byzantine frontier in northwestern Anatolia was a contested borderland between the late Byzantine Empire and emerging Turkish beyliks, notably becoming the early power base from which the Ottoman state first expanded.
-
B.
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.
-
C.
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.
-
D.
Danubian frontier
The Danubian frontier was a key defensive and military boundary of the Roman Empire along the Danube River, guarding its central and eastern European provinces from external threats.
-
E.
Byzantine fortifications
Byzantine fortifications are the defensive walls and military structures built by the Byzantine Empire to protect key cities and strategic locations, often featuring massive stone walls, towers, and gates.
- 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_69ca848f55e48190b3f67252571c3d45 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9c3ec17081908c2da74a1d1f49da |
completed | April 1, 2026, 10:29 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d18a247ca48190910624dfbf0b491d |
completed | April 4, 2026, 10:01 p.m. |
| NEDg | Description generation | batch_69d18acf86588190bc000f701bcaaa1c |
completed | April 4, 2026, 10:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d18ba396cc8190a3ded2ac3968c553 |
completed | April 4, 2026, 10:07 p.m. |
Created at: March 30, 2026, 8:15 p.m.