Triple

T11839246

Position	Surface form	Disambiguated ID	Type / Status
Subject	Belgian nobility	`E281601`	entity
Predicate	hasSubgroup	`P747`	FINISHED
Object	Flemish nobility Flemish nobility comprises the hereditary noble families historically rooted in the Dutch-speaking region of Flanders, many of whom played significant roles in the political, social, and cultural life of what is now Belgium.	`E950460`	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: Flemish nobility | Statement: [Belgian nobility, hasSubgroup, Flemish nobility]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Flemish nobility
Context triple: [Belgian nobility, hasSubgroup, Flemish nobility]

A. Belgian nobility
Belgian nobility is the hereditary aristocratic class of Belgium, historically influential in the country’s politics, landownership, and social hierarchy.
B. Dutch nobility
Dutch nobility is the historically recognized hereditary aristocratic class of the Netherlands, comprising titled and untitled families that have traditionally held social prestige and, in earlier periods, political influence.
C. Lower Rhenish nobility
The Lower Rhenish nobility comprised the regional aristocratic families and knightly elites of the Lower Rhine area, influential in medieval and early modern politics, landholding, and feudal society in what is now western Germany and the Netherlands.
D. Austrian nobility
Austrian nobility comprised the hereditary aristocratic class of the Habsburg-ruled Austrian lands, holding significant political, military, and social influence within the Austro-Hungarian Empire and its predecessors.
E. Westphalian aristocracy
The Westphalian aristocracy was the regional noble elite of the historic Westphalia area in Germany, characterized by landed estates, hereditary titles, and significant political and social influence in the region’s governance and culture.
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: Flemish nobility
Triple: [Belgian nobility, hasSubgroup, Flemish nobility]

Generated description

Flemish nobility comprises the hereditary noble families historically rooted in the Dutch-speaking region of Flanders, many of whom played significant roles in the political, social, and cultural life of what is now Belgium.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Flemish nobility
Target entity description: Flemish nobility comprises the hereditary noble families historically rooted in the Dutch-speaking region of Flanders, many of whom played significant roles in the political, social, and cultural life of what is now Belgium.

A. Belgian nobility
Belgian nobility is the hereditary aristocratic class of Belgium, historically influential in the country’s politics, landownership, and social hierarchy.
B. Dutch nobility
Dutch nobility is the historically recognized hereditary aristocratic class of the Netherlands, comprising titled and untitled families that have traditionally held social prestige and, in earlier periods, political influence.
C. Lower Rhenish nobility
The Lower Rhenish nobility comprised the regional aristocratic families and knightly elites of the Lower Rhine area, influential in medieval and early modern politics, landholding, and feudal society in what is now western Germany and the Netherlands.
D. Austrian nobility
Austrian nobility comprised the hereditary aristocratic class of the Habsburg-ruled Austrian lands, holding significant political, military, and social influence within the Austro-Hungarian Empire and its predecessors.
E. Westphalian aristocracy
The Westphalian aristocracy was the regional noble elite of the historic Westphalia area in Germany, characterized by landed estates, hereditary titles, and significant political and social influence in the region’s governance and culture.
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_69d6ab276f8c8190b1966a0ef11349ac`	completed	April 8, 2026, 7:23 p.m.
NER	Named-entity recognition	`batch_69d8a63106b48190917817ec40d21a49`	completed	April 10, 2026, 7:26 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69f167766c048190b8aaf09732d338d8`	completed	April 29, 2026, 2:05 a.m.
NEDg	Description generation	`batch_69f17004fb908190a486c6718c5252cb`	completed	April 29, 2026, 2:42 a.m.
NED2	Entity disambiguation (via description)	`batch_69f1db11f0f48190832ca4f552f21751`	completed	April 29, 2026, 10:18 a.m.

Created at: April 8, 2026, 9:43 p.m.