Triple
T4346544
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Military Frontier (former Habsburg Monarchy) |
E97916
|
entity |
| Predicate | socialClass |
P87
|
FINISHED |
| Object |
Grenzer (frontier soldiers)
Grenzer (frontier soldiers) were militarized peasant-soldiers of the Habsburg Military Frontier, known for defending the empire’s borderlands—especially against the Ottoman Empire—in exchange for land and special privileges.
|
E432441
|
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: Grenzer (frontier soldiers) | Statement: [Military Frontier (former Habsburg Monarchy), socialClass, Grenzer (frontier soldiers)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grenzer (frontier soldiers) Context triple: [Military Frontier (former Habsburg Monarchy), socialClass, Grenzer (frontier soldiers)]
-
A.
Border Guards
Border Guards is a Saudi military security force responsible for protecting the kingdom’s land and maritime borders and preventing illegal crossings and smuggling.
-
B.
Frontier Corps
The Frontier Corps is a Pakistani federal paramilitary force primarily responsible for border security and maintaining law and order in the country’s western provinces and tribal areas.
-
C.
Army of the Frontier
The Army of the Frontier was a Union field army that operated primarily in the Trans-Mississippi Theater during the American Civil War, conducting campaigns in Arkansas, Missouri, and the Indian Territory.
-
D.
Swiss mercenaries
Swiss mercenaries were highly disciplined, professional infantry soldiers from the Swiss Confederacy, renowned across late medieval and early modern Europe for their effectiveness in pike warfare and service in foreign armies.
-
E.
Frontera
Frontera is a municipality on the Canary Island of El Hierro, Spain, known for its volcanic landscapes, coastal cliffs, and rural character.
- 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: Grenzer (frontier soldiers) Triple: [Military Frontier (former Habsburg Monarchy), socialClass, Grenzer (frontier soldiers)]
Generated description
Grenzer (frontier soldiers) were militarized peasant-soldiers of the Habsburg Military Frontier, known for defending the empire’s borderlands—especially against the Ottoman Empire—in exchange for land and special privileges.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Grenzer (frontier soldiers) Target entity description: Grenzer (frontier soldiers) were militarized peasant-soldiers of the Habsburg Military Frontier, known for defending the empire’s borderlands—especially against the Ottoman Empire—in exchange for land and special privileges.
-
A.
Border Guards
Border Guards is a Saudi military security force responsible for protecting the kingdom’s land and maritime borders and preventing illegal crossings and smuggling.
-
B.
Frontier Corps
The Frontier Corps is a Pakistani federal paramilitary force primarily responsible for border security and maintaining law and order in the country’s western provinces and tribal areas.
-
C.
Army of the Frontier
The Army of the Frontier was a Union field army that operated primarily in the Trans-Mississippi Theater during the American Civil War, conducting campaigns in Arkansas, Missouri, and the Indian Territory.
-
D.
Swiss mercenaries
Swiss mercenaries were highly disciplined, professional infantry soldiers from the Swiss Confederacy, renowned across late medieval and early modern Europe for their effectiveness in pike warfare and service in foreign armies.
-
E.
Frontera
Frontera is a municipality on the Canary Island of El Hierro, Spain, known for its volcanic landscapes, coastal cliffs, and rural character.
- 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_69b5dba958b88190b1b4efe4274cd060 |
completed | March 14, 2026, 10:05 p.m. |
| NEDg | Description generation | batch_69b5dc1eedc08190b50b72b59cf1dcf0 |
completed | March 14, 2026, 10:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b5dcbf4d5081908d24bce8e2769124 |
completed | March 14, 2026, 10:10 p.m. |
Created at: March 12, 2026, 11:15 p.m.