Triple
T16579523
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Augustan wars |
E402798
|
entity |
| Predicate | hasLocation |
P40
|
FINISHED |
| Object |
Weser frontier
The Weser frontier was a Roman Empire boundary zone along the Weser River in Germania, marking the eastern limit of Roman expansion during the Augustan-era campaigns.
|
E1220855
|
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: Weser frontier | Statement: [Augustan wars, hasLocation, Weser frontier]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Weser frontier Context triple: [Augustan wars, hasLocation, Weser frontier]
-
A.
Rhine frontier
The Rhine frontier was the militarized boundary of the Roman Empire along the River Rhine, serving as a key defensive line and staging ground for campaigns into Germania.
-
B.
Teutoburg Forest region
The Teutoburg Forest region is a hilly, forested area in northwestern Germany known for its natural landscapes, spa towns, and the historic Battle of the Teutoburg Forest.
-
C.
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.
-
D.
Speyer line
The Speyer line is a major linguistic isogloss in Germany that separates Central German dialects from Upper German dialects.
-
E.
Ostzeile
Ostzeile is the iconic row of reconstructed medieval-style half-timbered houses on Frankfurt’s Römerberg square, known as one of the city’s most recognizable historic vistas.
- 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: Weser frontier Triple: [Augustan wars, hasLocation, Weser frontier]
Generated description
The Weser frontier was a Roman Empire boundary zone along the Weser River in Germania, marking the eastern limit of Roman expansion during the Augustan-era campaigns.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Weser frontier Target entity description: The Weser frontier was a Roman Empire boundary zone along the Weser River in Germania, marking the eastern limit of Roman expansion during the Augustan-era campaigns.
-
A.
Rhine frontier
The Rhine frontier was the militarized boundary of the Roman Empire along the River Rhine, serving as a key defensive line and staging ground for campaigns into Germania.
-
B.
Teutoburg Forest region
The Teutoburg Forest region is a hilly, forested area in northwestern Germany known for its natural landscapes, spa towns, and the historic Battle of the Teutoburg Forest.
-
C.
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.
-
D.
Speyer line
The Speyer line is a major linguistic isogloss in Germany that separates Central German dialects from Upper German dialects.
-
E.
Ostzeile
Ostzeile is the iconic row of reconstructed medieval-style half-timbered houses on Frankfurt’s Römerberg square, known as one of the city’s most recognizable historic vistas.
- 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_69d88387363c8190a97a0c942130de97 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3595f9be88190b01ba628ecf1103d |
completed | April 18, 2026, 10:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a006eee7e4881908a529717bc449078 |
completed | May 10, 2026, 11:41 a.m. |
| NEDg | Description generation | batch_6a006f9043b8819086143b2ec0cf1657 |
completed | May 10, 2026, 11:44 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00701fc1848190b3248a70b462eab1 |
completed | May 10, 2026, 11:46 a.m. |
Created at: April 10, 2026, 5:16 a.m.