Triple

T9290832

Position	Surface form	Disambiguated ID	Type / Status
Subject	arrondissement of Cambrai	`E223511`	entity
Predicate	contains	`P35`	FINISHED
Object	canton of Cambrai The canton of Cambrai is an administrative division in northern France centered on the historic town of Cambrai within the Nord department.	`E790651`	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: canton of Cambrai | Statement: [arrondissement of Cambrai, contains, canton of Cambrai]

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

Target entity: canton of Cambrai
Context triple: [arrondissement of Cambrai, contains, canton of Cambrai]

A. canton of Le Cateau-Cambrésis
The canton of Le Cateau-Cambrésis is an administrative division in the Nord department of northern France, centered on the town of Le Cateau-Cambrésis and grouping several surrounding communes.
B. canton of Douai
The canton of Douai is an administrative division in the Nord department of northern France, centered on the town of Douai and used for electoral and local governance purposes.
C. canton of Étaples
The canton of Étaples is an administrative division in the Pas-de-Calais department of northern France that includes the coastal resort town of Le Touquet-Paris-Plage among its communes.
D. Canton of Remich
The Canton of Remich is an administrative subdivision in southeastern Luxembourg, known for its wine-producing Moselle River valley and picturesque villages.
E. canton of Bailleul
The canton of Bailleul is an administrative division in northern France that groups together several communes, including the town of Cassel, within the Nord department.
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: canton of Cambrai
Triple: [arrondissement of Cambrai, contains, canton of Cambrai]

Generated description

The canton of Cambrai is an administrative division in northern France centered on the historic town of Cambrai within the Nord department.

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

Target entity: canton of Cambrai
Target entity description: The canton of Cambrai is an administrative division in northern France centered on the historic town of Cambrai within the Nord department.

A. canton of Le Cateau-Cambrésis
The canton of Le Cateau-Cambrésis is an administrative division in the Nord department of northern France, centered on the town of Le Cateau-Cambrésis and grouping several surrounding communes.
B. canton of Douai
The canton of Douai is an administrative division in the Nord department of northern France, centered on the town of Douai and used for electoral and local governance purposes.
C. canton of Étaples
The canton of Étaples is an administrative division in the Pas-de-Calais department of northern France that includes the coastal resort town of Le Touquet-Paris-Plage among its communes.
D. Canton of Remich
The Canton of Remich is an administrative subdivision in southeastern Luxembourg, known for its wine-producing Moselle River valley and picturesque villages.
E. canton of Bailleul
The canton of Bailleul is an administrative division in northern France that groups together several communes, including the town of Cassel, within the Nord department.
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_69ca8422ddf881908a3f8f876c9f53aa`	completed	March 30, 2026, 2:09 p.m.
NER	Named-entity recognition	`batch_69cd0865a7108190b807afd259980db2`	completed	April 1, 2026, 11:58 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69d0b2381e2c8190acbecf97dea1200c`	completed	April 4, 2026, 6:39 a.m.
NEDg	Description generation	`batch_69d0b3a2b6f481908b0528f6fa67535b`	completed	April 4, 2026, 6:45 a.m.
NED2	Entity disambiguation (via description)	`batch_69d0b7944adc819080b3a90878dd7203`	completed	April 4, 2026, 7:02 a.m.

Created at: March 30, 2026, 7:35 p.m.