Triple
T19106798
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Byzantine frontier in northwestern Anatolia |
E467676
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Byzantine–Turkish frontier |
—
|
NE NERFINISHED |
How this triple was built (2 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–Turkish frontier | Statement: [Byzantine frontier in northwestern Anatolia, partOf, Byzantine–Turkish frontier]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Byzantine–Turkish frontier Context triple: [Byzantine frontier in northwestern Anatolia, partOf, Byzantine–Turkish frontier]
-
A.
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.
-
B.
Byzantine frontier in northwestern Anatolia
chosen
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.
-
C.
Hungarian–Ottoman frontier
The Hungarian–Ottoman frontier was the militarized border zone between the Habsburg Kingdom of Hungary and the Ottoman Empire, marked by frequent skirmishes, sieges, and shifting control from the 16th to 17th centuries.
-
D.
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.
-
E.
Ottoman Mediterranean frontier
The Ottoman Mediterranean frontier was the empire’s strategically vital maritime border zone encompassing North African provinces like Tunis, where imperial, local, and European powers contested control over trade, corsairing, and coastal strongholds.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69d8dd06a26481908039e2a1bae8c597 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5e391245c8190b1393577b61c4f76 |
completed | April 20, 2026, 8:28 a.m. |
Created at: April 10, 2026, 12:04 p.m.