Triple

T9654777

Position	Surface form	Disambiguated ID	Type / Status
Subject	Épinal	`E233421`	entity
Predicate	intercommunality	`P15149`	FINISHED
Object	Communauté d’agglomération d’Épinal The Communauté d’agglomération d’Épinal is an intercommunal structure in northeastern France that groups Épinal and surrounding communes to coordinate local services, development, and planning.	`E812437`	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: Communauté d’agglomération d’Épinal | Statement: [Épinal, intercommunality, Communauté d’agglomération d’Épinal]

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

Target entity: Communauté d’agglomération d’Épinal
Context triple: [Épinal, intercommunality, Communauté d’agglomération d’Épinal]

A. Communauté d’agglomération de Vesoul
The Communauté d’agglomération de Vesoul is an intercommunal structure in eastern France that coordinates shared services, development, and planning for Vesoul and its surrounding municipalities.
B. Carcassonne Agglo
Carcassonne Agglo is an intercommunal urban community centered around the city of Carcassonne in southern France, coordinating local governance and development across multiple neighboring municipalities.
C. Alès Agglomération
Alès Agglomération is an intercommunal structure in southern France that groups together Alès and surrounding communes to coordinate regional development and public services.
D. Communauté urbaine du Grand Reims
The Communauté urbaine du Grand Reims is an intercommunal urban authority in northeastern France that administers the city of Reims and surrounding municipalities, overseeing regional services, development, and public transport.
E. Val d'Europe agglomeration
Val d'Europe agglomeration is an intercommunal urban area in the eastern suburbs of Paris that includes several municipalities around Disneyland Paris and has developed into a major residential, commercial, and business hub.
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: Communauté d’agglomération d’Épinal
Triple: [Épinal, intercommunality, Communauté d’agglomération d’Épinal]

Generated description

The Communauté d’agglomération d’Épinal is an intercommunal structure in northeastern France that groups Épinal and surrounding communes to coordinate local services, development, and planning.

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

Target entity: Communauté d’agglomération d’Épinal
Target entity description: The Communauté d’agglomération d’Épinal is an intercommunal structure in northeastern France that groups Épinal and surrounding communes to coordinate local services, development, and planning.

A. Communauté d’agglomération de Vesoul
The Communauté d’agglomération de Vesoul is an intercommunal structure in eastern France that coordinates shared services, development, and planning for Vesoul and its surrounding municipalities.
B. Carcassonne Agglo
Carcassonne Agglo is an intercommunal urban community centered around the city of Carcassonne in southern France, coordinating local governance and development across multiple neighboring municipalities.
C. Alès Agglomération
Alès Agglomération is an intercommunal structure in southern France that groups together Alès and surrounding communes to coordinate regional development and public services.
D. Communauté urbaine du Grand Reims
The Communauté urbaine du Grand Reims is an intercommunal urban authority in northeastern France that administers the city of Reims and surrounding municipalities, overseeing regional services, development, and public transport.
E. Val d'Europe agglomeration
Val d'Europe agglomeration is an intercommunal urban area in the eastern suburbs of Paris that includes several municipalities around Disneyland Paris and has developed into a major residential, commercial, and business hub.
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_69ca848c1ba88190b84b410cd14627fc`	completed	March 30, 2026, 2:11 p.m.
NER	Named-entity recognition	`batch_69cd9bda8e7881908b0e36b91a8d3891`	completed	April 1, 2026, 10:27 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69d18270dee481909c8d2de1fafdaf5b`	completed	April 4, 2026, 9:28 p.m.
NEDg	Description generation	`batch_69d18324756c819089eb7edc107ed8b2`	completed	April 4, 2026, 9:31 p.m.
NED2	Entity disambiguation (via description)	`batch_69d1856b88908190a787765e1d8f001f`	completed	April 4, 2026, 9:40 p.m.

Created at: March 30, 2026, 8:13 p.m.