Triple

T4314612

Position	Surface form	Disambiguated ID	Type / Status
Subject	Haute-Garonne	`E94156`	entity
Predicate	locatedIn	`P40`	FINISHED
Object	historical province of Languedoc The historical province of Languedoc was a large and influential region in southern France, known for its distinct Occitan culture, language, and role as a major center of medieval trade and politics.	`E431525`	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: historical province of Languedoc | Statement: [Haute-Garonne, locatedIn, historical province of Languedoc]

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

Target entity: historical province of Languedoc
Context triple: [Haute-Garonne, locatedIn, historical province of Languedoc]

A. historical province of Franc-Lyonnais
The historical province of Franc-Lyonnais was a small, semi-autonomous territory in eastern France near Lyon, known for its special fiscal privileges under the French crown before the Revolution.
B. historical province of Burgundy
The historical province of Burgundy was a prominent region in eastern France known for its powerful medieval duchy, rich cultural heritage, and renowned wine-producing areas.
C. historical province of Champagne
The historical province of Champagne was a former region in northeastern France renowned for its medieval fairs, strategic location between Paris and Germany, and as the birthplace of the sparkling wine that bears its name.
D. Gascogne
Gascogne is a historic cultural region in southwestern France known for its Gascon language, rich rural traditions, and distinctive cuisine including Armagnac and foie gras.
E. historical province of Angoumois
The historical province of Angoumois was a former region of southwestern France centered around the town of Angoulême, known for its rolling countryside, viticulture, and role in the old French provincial system before the Revolution.
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: historical province of Languedoc
Triple: [Haute-Garonne, locatedIn, historical province of Languedoc]

Generated description

The historical province of Languedoc was a large and influential region in southern France, known for its distinct Occitan culture, language, and role as a major center of medieval trade and politics.

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

Target entity: historical province of Languedoc
Target entity description: The historical province of Languedoc was a large and influential region in southern France, known for its distinct Occitan culture, language, and role as a major center of medieval trade and politics.

A. historical province of Franc-Lyonnais
The historical province of Franc-Lyonnais was a small, semi-autonomous territory in eastern France near Lyon, known for its special fiscal privileges under the French crown before the Revolution.
B. historical province of Burgundy
The historical province of Burgundy was a prominent region in eastern France known for its powerful medieval duchy, rich cultural heritage, and renowned wine-producing areas.
C. historical province of Champagne
The historical province of Champagne was a former region in northeastern France renowned for its medieval fairs, strategic location between Paris and Germany, and as the birthplace of the sparkling wine that bears its name.
D. Gascogne
Gascogne is a historic cultural region in southwestern France known for its Gascon language, rich rural traditions, and distinctive cuisine including Armagnac and foie gras.
E. historical province of Angoumois
The historical province of Angoumois was a former region of southwestern France centered around the town of Angoulême, known for its rolling countryside, viticulture, and role in the old French provincial system before the Revolution.
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_69b3451886588190a3dd1305ea7c58dc`	completed	March 12, 2026, 10:58 p.m.
NER	Named-entity recognition	`batch_69b350f4448481908be2c7df9cc71bb9`	completed	March 12, 2026, 11:49 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b5d08245408190b1ce584c636bf168`	completed	March 14, 2026, 9:17 p.m.
NEDg	Description generation	`batch_69b5d1a42bc08190bd32c9ebc21793f4`	completed	March 14, 2026, 9:22 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5d2057f148190b4f9384183831d8e`	completed	March 14, 2026, 9:24 p.m.

Created at: March 12, 2026, 11:12 p.m.