Triple

T6981521

Position	Surface form	Disambiguated ID	Type / Status
Subject	Jean-Marc Ayrault	`E161856`	entity
Predicate	parliamentaryGroup	`P1552`	FINISHED
Object	Socialist, Radical, Citizen and Miscellaneous Left group The Socialist, Radical, Citizen and Miscellaneous Left group is a left-wing parliamentary group in the French National Assembly that brings together deputies from the Socialist Party and allied progressive formations.	`E632511`	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: Socialist, Radical, Citizen and Miscellaneous Left group | Statement: [Jean-Marc Ayrault, parliamentaryGroup, Socialist, Radical, Citizen and Miscellaneous Left group]

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

Target entity: Socialist, Radical, Citizen and Miscellaneous Left group
Context triple: [Jean-Marc Ayrault, parliamentaryGroup, Socialist, Radical, Citizen and Miscellaneous Left group]

A. Labor Left faction
The Labor Left faction is a progressive, socialist-leaning grouping within the Australian Labor Party that advocates for more left-wing economic and social policies.
B. Militant Socialist Movement
The Militant Socialist Movement is a major political party in Mauritius that has played a leading role in the country’s governance, including providing several prime ministers.
C. Popular Socialist Party
The Popular Socialist Party was a Cuban Marxist-Leninist political party that played a significant role in the country’s leftist politics before being absorbed into the unified revolutionary movement led by Fidel Castro.
D. Movement for Socialism
Movement for Socialism is a left-wing Bolivian political party known for its indigenous rights advocacy, anti-neoliberal policies, and leadership under Evo Morales.
E. Radical Party of the Left
The Radical Party of the Left is a French social-liberal and pro-European political party that emerged from the historic Radical tradition and aligns with the center-left.
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: Socialist, Radical, Citizen and Miscellaneous Left group
Triple: [Jean-Marc Ayrault, parliamentaryGroup, Socialist, Radical, Citizen and Miscellaneous Left group]

Generated description

The Socialist, Radical, Citizen and Miscellaneous Left group is a left-wing parliamentary group in the French National Assembly that brings together deputies from the Socialist Party and allied progressive formations.

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

Target entity: Socialist, Radical, Citizen and Miscellaneous Left group
Target entity description: The Socialist, Radical, Citizen and Miscellaneous Left group is a left-wing parliamentary group in the French National Assembly that brings together deputies from the Socialist Party and allied progressive formations.

A. Labor Left faction
The Labor Left faction is a progressive, socialist-leaning grouping within the Australian Labor Party that advocates for more left-wing economic and social policies.
B. Militant Socialist Movement
The Militant Socialist Movement is a major political party in Mauritius that has played a leading role in the country’s governance, including providing several prime ministers.
C. Popular Socialist Party
The Popular Socialist Party was a Cuban Marxist-Leninist political party that played a significant role in the country’s leftist politics before being absorbed into the unified revolutionary movement led by Fidel Castro.
D. Movement for Socialism
Movement for Socialism is a left-wing Bolivian political party known for its indigenous rights advocacy, anti-neoliberal policies, and leadership under Evo Morales.
E. Radical Party of the Left
The Radical Party of the Left is a French social-liberal and pro-European political party that emerged from the historic Radical tradition and aligns with the center-left.
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_69c68855dc0481909b4c7e9e9ed273db`	completed	March 27, 2026, 1:38 p.m.
NER	Named-entity recognition	`batch_69c6db6d3f3c8190b0121f7934440c34`	completed	March 27, 2026, 7:33 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c761c0ecd88190a684392aa6daf267`	completed	March 28, 2026, 5:06 a.m.
NEDg	Description generation	`batch_69c76275a5f08190b71a59694ef4a1fd`	completed	March 28, 2026, 5:09 a.m.
NED2	Entity disambiguation (via description)	`batch_69c762ee1a048190ada3e6fd850e468b`	completed	March 28, 2026, 5:11 a.m.

Created at: March 27, 2026, 2:31 p.m.