Triple
T16579780
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Augustan wars |
E402798
|
entity |
| Predicate | hasLocation |
P40
|
FINISHED |
| Object | Augustan border operations network |
E1179631
|
NE FINISHED |
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: Augustan border operations network | Statement: [Augustan wars, hasLocation, Augustan border operations network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Augustan border operations network Context triple: [Augustan wars, hasLocation, Augustan border operations network]
-
A.
Augustan military districts
chosen
Augustan military districts were early imperial Roman frontier zones organized under Emperor Augustus to manage and defend the Danube border regions before their formal development into provincial structures.
-
B.
frontiers of the Roman Empire
The frontiers of the Roman Empire were the vast, fortified boundary systems—comprising walls, forts, and natural barriers—that marked and defended the limits of Roman territorial control across Europe, the Middle East, and North Africa.
-
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.
Italian frontier fort system in North Africa
The Italian frontier fort system in North Africa was a chain of military outposts and fortifications built by Fascist Italy along the Libyan-Egyptian border to control the desert frontier and support colonial rule and military operations.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d88387363c8190a97a0c942130de97 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e35960834c819080eed0c9f32b881d |
completed | April 18, 2026, 10:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a006eee7e4881908a529717bc449078 |
completed | May 10, 2026, 11:41 a.m. |
Created at: April 10, 2026, 5:16 a.m.