Triple

T2146234
Position Surface form Disambiguated ID Type / Status
Subject Marcomanni E47071 entity
Predicate frontier P32441 FINISHED
Object Danube frontier E197883 NE FINISHED

How this triple was built (3 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: Danube frontier | Statement: [Marcomanni, frontier, Danube frontier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Danube frontier
Context triple: [Marcomanni, frontier, Danube frontier]
  • A. Transdanubia
    Transdanubia is the western region of Hungary lying beyond the Danube River, known for its varied landscapes, historic towns, and role as a major World War II battleground.
  • B. Danube region
    The Danube region is a historically and economically significant area encompassing the lands along the Danube River in Central and Eastern Europe.
  • C. Danube limes chosen
    The Danube limes was a major fortified frontier line of the Roman Empire along the Danube River, consisting of military camps, watchtowers, and fortifications that protected its northern border in Central and Eastern Europe.
  • D. Hungary–Austria border
    The Hungary–Austria border is a historically significant Central European frontier that once formed part of the Cold War divide between the communist Eastern Bloc and the Western world.
  • E. Austro-Hungarian Littoral
    The Austro-Hungarian Littoral was a crown land of the Austro-Hungarian Empire encompassing coastal and hinterland areas along the northeastern Adriatic, including parts of present-day Italy, Slovenia, and Croatia.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: frontier
Context triple: [Marcomanni, frontier, Danube frontier]
  • A. northernFrontier chosen
    Indicates that one entity serves as the northern boundary, edge, or frontier region relative to another entity.
  • B. front
    Indicates that one entity is located directly before or facing another entity along a primary viewing or movement direction.
  • C. FrontierStatus
    Indicates the status or condition of something in relation to a boundary, edge, or frontier context (such as being at, beyond, or within that frontier).
  • D. frontLine
    Indicates that an entity is positioned at or associated with the foremost or primary line of engagement, activity, or defense relative to others.
  • E. nearbyFrontier
    Indicates that one entity is located close to a boundary or frontier region associated with another entity.
  • F. None of above.

Provenance (4 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_69a88a1933e0819094f18426ed74180f completed March 4, 2026, 7:38 p.m.
NER Named-entity recognition batch_69abbeaa14bc81908486683decd7ae42 completed March 7, 2026, 5:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae58d75a5c8190b364a4ab5370558a completed March 9, 2026, 5:21 a.m.
PD Predicate disambiguation batch_69abbd9846e88190b6c2941dd9ce7749 completed March 7, 2026, 5:54 a.m.
Created at: March 4, 2026, 7:44 p.m.