Triple

T32908797

Position	Surface form	Disambiguated ID	Type / Status
Subject	Brigetio	`E841815`	entity
Predicate	onFrontierWith	`P165704`	FINISHED
Object	Barbaricum Barbaricum was the term used by the Romans to describe the non-Roman, “barbarian” territories beyond the empire’s frontiers, particularly across the Danube and Rhine.	`E2028948`	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: Barbaricum | Statement: [Brigetio, onFrontierWith, Barbaricum]

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: Barbaricum
Triple: [Brigetio, onFrontierWith, Barbaricum]

Generated description

Barbaricum was the term used by the Romans to describe the non-Roman, “barbarian” territories beyond the empire’s frontiers, particularly across the Danube and Rhine.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: onFrontierWith
Context triple: [Brigetio, onFrontierWith, Barbaricum]

A. frontierWith chosen
Indicates that two regions or territories share a common boundary or border, especially one marking the edge of settled or controlled area.
B. hasFrontierRole
Indicates that an entity holds a designated role or function at the frontier or boundary of a system, domain, or organization.
C. frontierSystem
Indicates a system that lies at or near the boundary or edge of a defined region, domain, or area of control.
D. frontOf
Indicates that one entity is positioned directly before another along a primary viewing or movement direction.
E. 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).
F. None of above.

Provenance (6 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_69f34946a5208190bbd79f0fec4323bd`	completed	April 30, 2026, 12:21 p.m.
NER	Named-entity recognition	`batch_69f6d0d46aec819091edf97324d793ac`	completed	May 3, 2026, 4:36 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a34c69707bc8190a396eefd2adaead0`	completed	June 19, 2026, 4:33 a.m.
NEDg	Description generation	`batch_6a34c85cab748190abd850dca56c39ac`	completed	June 19, 2026, 4:41 a.m.
NED2	Entity disambiguation (via description)	`batch_6a34c8ee94288190a861ceefa0941d53`	completed	June 19, 2026, 4:43 a.m.
PD	Predicate disambiguation	`batch_69f6cfe5f93c8190995c53dbbe380a32`	completed	May 3, 2026, 4:32 a.m.

Created at: May 1, 2026, 1:19 a.m.