Triple

T181808

Position	Surface form	Disambiguated ID	Type / Status
Subject	Huguenots	`E3892`	entity
Predicate	centerOfActivity	`P164`	FINISHED
Object	La Rochelle La Rochelle is a historic French Atlantic port city that became a major stronghold and refuge for Huguenots during the French Wars of Religion.	`E56822`	NE FINISHED

How this triple was built (5 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: La Rochelle | Statement: [Huguenots, centerOfActivity, La Rochelle]

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

Target entity: La Rochelle
Context triple: [Huguenots, centerOfActivity, La Rochelle]

A. Nantes
Nantes is a historic port city in western France on the Loire River, known for its maritime heritage, cultural institutions, and vibrant arts scene.
B. Clermont-Ferrand
Clermont-Ferrand is a central French city known for its historic cathedral built of black volcanic stone and as the longtime headquarters of the tire company Michelin.
C. Brive-la-Gaillarde
Brive-la-Gaillarde is a historic town in the Corrèze department of south-central France, known for its medieval architecture, vibrant market culture, and role as a regional economic center.
D. Toulouse
Toulouse is a major city in southwestern France known for its aerospace industry, historic pink-brick architecture, and vibrant university and cultural life.
E. Bordeaux
Bordeaux is a renowned wine-producing region in southwestern France, famous for its prestigious red blends and long winemaking tradition.
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: La Rochelle
Triple: [Huguenots, centerOfActivity, La Rochelle]

Generated description

La Rochelle is a historic French Atlantic port city that became a major stronghold and refuge for Huguenots during the French Wars of Religion.

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

Target entity: La Rochelle
Target entity description: La Rochelle is a historic French Atlantic port city that became a major stronghold and refuge for Huguenots during the French Wars of Religion.

A. Nantes
Nantes is a historic port city in western France on the Loire River, known for its maritime heritage, cultural institutions, and vibrant arts scene.
B. Clermont-Ferrand
Clermont-Ferrand is a central French city known for its historic cathedral built of black volcanic stone and as the longtime headquarters of the tire company Michelin.
C. Brive-la-Gaillarde
Brive-la-Gaillarde is a historic town in the Corrèze department of south-central France, known for its medieval architecture, vibrant market culture, and role as a regional economic center.
D. Toulouse
Toulouse is a major city in southwestern France known for its aerospace industry, historic pink-brick architecture, and vibrant university and cultural life.
E. Bordeaux
Bordeaux is a renowned wine-producing region in southwestern France, famous for its prestigious red blends and long winemaking tradition.
F. None of above. chosen

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

Target predicate: centerOfActivity
Context triple: [Huguenots, centerOfActivity, La Rochelle]

A. centralIn
Indicates that one entity occupies a central or most important position within another entity, context, or structure.
B. typicalActivity
Indicates that an entity is commonly or characteristically engaged in a particular activity.
C. isMajorCenterOf chosen
Indicates that a place serves as a primary hub or focal point for a particular activity, function, or domain.
D. activity
Indicates that an entity is engaged in or performing a particular action, behavior, or process.
E. isCentralTo
Indicates that something plays a primary, essential, or defining role in relation to something else, such that the latter depends on or is organized around it.
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_69a25497e2f08190a040f8c6e1842643`	completed	Feb. 28, 2026, 2:36 a.m.
NER	Named-entity recognition	`batch_69a25923507c8190bd7f6eda404b0da0`	completed	Feb. 28, 2026, 2:55 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a447f722808190874ec3f4692af179`	completed	March 1, 2026, 2:06 p.m.
NEDg	Description generation	`batch_69a448693f308190990ea9ac33117ffe`	completed	March 1, 2026, 2:08 p.m.
NED2	Entity disambiguation (via description)	`batch_69a448bd4ff08190aacf6fb8517f3244`	completed	March 1, 2026, 2:10 p.m.
PD	Predicate disambiguation	`batch_69a2566ccc288190add5624ede96d82b`	completed	Feb. 28, 2026, 2:43 a.m.

Created at: Feb. 28, 2026, 2:40 a.m.