Triple
T4346532
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Military Frontier (former Habsburg Monarchy) |
E97916
|
entity |
| Predicate | composedOf |
P402
|
FINISHED |
| Object |
Transylvanian Military Frontier
The Transylvanian Military Frontier was a militarized border zone of the Habsburg Monarchy in Transylvania, organized for defense against the Ottoman Empire and settled by communities with special military obligations.
|
E442829
|
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: Transylvanian Military Frontier | Statement: [Military Frontier (former Habsburg Monarchy), composedOf, Transylvanian Military Frontier]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Transylvanian Military Frontier Context triple: [Military Frontier (former Habsburg Monarchy), composedOf, Transylvanian Military Frontier]
-
A.
Banat Military Frontier
The Banat Military Frontier was a borderland district of the Habsburg Monarchy organized as a militarized buffer zone against the Ottoman Empire in the Banat region.
-
B.
Principality of Transylvania
The Principality of Transylvania was an early modern Eastern European state centered in the Transylvanian region, known for its semi-independent status between the Habsburg and Ottoman empires and its distinctive religious tolerance.
-
C.
Bukovina
Bukovina is a historical region in Eastern Europe, now divided between Romania and Ukraine, known for its multicultural heritage and once forming part of the Austro-Hungarian Empire.
-
D.
Syrmia
Syrmia is a historical region in the Pannonian Plain, located between the Danube and Sava rivers in present-day Serbia and Croatia.
-
E.
Danubian Principalities
The Danubian Principalities were two semi-autonomous Ottoman vassal states, Wallachia and Moldavia, located along the lower Danube in Eastern Europe and forming a precursor to modern Romania.
- 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: Transylvanian Military Frontier Triple: [Military Frontier (former Habsburg Monarchy), composedOf, Transylvanian Military Frontier]
Generated description
The Transylvanian Military Frontier was a militarized border zone of the Habsburg Monarchy in Transylvania, organized for defense against the Ottoman Empire and settled by communities with special military obligations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Transylvanian Military Frontier Target entity description: The Transylvanian Military Frontier was a militarized border zone of the Habsburg Monarchy in Transylvania, organized for defense against the Ottoman Empire and settled by communities with special military obligations.
-
A.
Banat Military Frontier
The Banat Military Frontier was a borderland district of the Habsburg Monarchy organized as a militarized buffer zone against the Ottoman Empire in the Banat region.
-
B.
Principality of Transylvania
The Principality of Transylvania was an early modern Eastern European state centered in the Transylvanian region, known for its semi-independent status between the Habsburg and Ottoman empires and its distinctive religious tolerance.
-
C.
Bukovina
Bukovina is a historical region in Eastern Europe, now divided between Romania and Ukraine, known for its multicultural heritage and once forming part of the Austro-Hungarian Empire.
-
D.
Syrmia
Syrmia is a historical region in the Pannonian Plain, located between the Danube and Sava rivers in present-day Serbia and Croatia.
-
E.
Danubian Principalities
The Danubian Principalities were two semi-autonomous Ottoman vassal states, Wallachia and Moldavia, located along the lower Danube in Eastern Europe and forming a precursor to modern Romania.
- 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_69b34548402c819085ab68b27c235a87 |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b3518d6728819084a2f40ae0bd3ac8 |
completed | March 12, 2026, 11:51 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b627d762648190a48ffadc2dc2abba |
completed | March 15, 2026, 3:30 a.m. |
| NEDg | Description generation | batch_69b628fe10908190978dd0361628f54f |
completed | March 15, 2026, 3:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b629ab52c881909f7fbef6f77b5bc4 |
completed | March 15, 2026, 3:38 a.m. |
Created at: March 12, 2026, 11:15 p.m.