Triple

T13193235

Position	Surface form	Disambiguated ID	Type / Status
Subject	Montpellier Cathedral	`E314044`	entity
Predicate	hasCategory	`P87`	FINISHED
Object	Monuments historiques of Hérault Monuments historiques of Hérault is a designation for protected historic buildings and sites in the Hérault department of southern France, recognized for their cultural, architectural, or historical significance.	`E1027642`	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: Monuments historiques of Hérault | Statement: [Montpellier Cathedral, hasCategory, Monuments historiques of Hérault]

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

Target entity: Monuments historiques of Hérault
Context triple: [Montpellier Cathedral, hasCategory, Monuments historiques of Hérault]

A. French department of Hérault
The French department of Hérault is an administrative region in southern France along the Mediterranean coast, known for its historic cities like Montpellier, vineyards, and varied landscapes from beaches to inland hills.
B. Cité de Carcassonne UNESCO World Heritage Site
The Cité de Carcassonne UNESCO World Heritage Site is a remarkably well-preserved medieval fortified city in southern France, renowned for its double walls, imposing towers, and rich historical heritage.
C. Clermont-l’Hérault
Clermont-l’Hérault is a historic market town in southern France’s Hérault department, known as a gateway to the scenic Salagou valley and surrounding wine-growing countryside.
D. Pays de Lunel
Pays de Lunel is a French intercommunal structure (communauté de communes) that groups together Lunel and neighboring municipalities in the Hérault department for cooperative local governance and shared public services.
E. arrondissement of Montpellier
The arrondissement of Montpellier is an administrative district in southern France centered on the city of Montpellier, within the Hérault department in the Occitanie region.
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: Monuments historiques of Hérault
Triple: [Montpellier Cathedral, hasCategory, Monuments historiques of Hérault]

Generated description

Monuments historiques of Hérault is a designation for protected historic buildings and sites in the Hérault department of southern France, recognized for their cultural, architectural, or historical significance.

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

Target entity: Monuments historiques of Hérault
Target entity description: Monuments historiques of Hérault is a designation for protected historic buildings and sites in the Hérault department of southern France, recognized for their cultural, architectural, or historical significance.

A. French department of Hérault
The French department of Hérault is an administrative region in southern France along the Mediterranean coast, known for its historic cities like Montpellier, vineyards, and varied landscapes from beaches to inland hills.
B. Cité de Carcassonne UNESCO World Heritage Site
The Cité de Carcassonne UNESCO World Heritage Site is a remarkably well-preserved medieval fortified city in southern France, renowned for its double walls, imposing towers, and rich historical heritage.
C. Clermont-l’Hérault
Clermont-l’Hérault is a historic market town in southern France’s Hérault department, known as a gateway to the scenic Salagou valley and surrounding wine-growing countryside.
D. Pays de Lunel
Pays de Lunel is a French intercommunal structure (communauté de communes) that groups together Lunel and neighboring municipalities in the Hérault department for cooperative local governance and shared public services.
E. arrondissement of Montpellier
The arrondissement of Montpellier is an administrative district in southern France centered on the city of Montpellier, within the Hérault department in the Occitanie region.
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_69d806ae1e08819090d95bfe1538cc17`	completed	April 9, 2026, 8:06 p.m.
NER	Named-entity recognition	`batch_69d98c6158e4819082c8ad75b4dfdd90`	completed	April 10, 2026, 11:48 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69f6f600f7a08190bcdd80d5563517c3`	completed	May 3, 2026, 7:15 a.m.
NEDg	Description generation	`batch_69f6fa2e76fc819095f9a7e83189283c`	completed	May 3, 2026, 7:33 a.m.
NED2	Entity disambiguation (via description)	`batch_69f6fb52f82c81909dcec658c7f58ec7`	completed	May 3, 2026, 7:37 a.m.

Created at: April 9, 2026, 9:16 p.m.