Triple

T2686227

Position	Surface form	Disambiguated ID	Type / Status
Subject	Ram Manohar Lohia	`E57490`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Marx, Gandhi and Socialism "Marx, Gandhi and Socialism" is a political and philosophical work by Indian socialist leader Ram Manohar Lohia that critically examines and attempts to synthesize the ideas of Karl Marx and Mahatma Gandhi within a socialist framework.	`E288608`	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: Marx, Gandhi and Socialism | Statement: [Ram Manohar Lohia, notableWork, Marx, Gandhi and Socialism]

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

Target entity: Marx, Gandhi and Socialism
Context triple: [Ram Manohar Lohia, notableWork, Marx, Gandhi and Socialism]

A. Socialism Re-examined
Socialism Re-examined is a political work by American socialist leader Norman Thomas in which he reassesses and defends democratic socialism in the mid-20th century context.
B. What Gandhi Says
"What Gandhi Says" is a political analysis book by Norman Finkelstein that examines and interprets Mahatma Gandhi’s views on nonviolence, resistance, and contemporary conflicts.
C. Socialism: Utopian and Scientific
Socialism: Utopian and Scientific is a foundational Marxist text by Friedrich Engels that contrasts early utopian socialist ideas with the "scientific" socialism derived from historical materialism.
D. Capitalism, Socialism and Democracy
Capitalism, Socialism and Democracy is a 1942 book by economist Joseph Schumpeter that analyzes the dynamics of capitalist development, the prospects of socialism, and the nature of democratic institutions.
E. Socialism: An Economic and Sociological Analysis
Socialism: An Economic and Sociological Analysis is a seminal 1922 treatise by economist Ludwig von Mises that offers a comprehensive critique of socialist economic planning and defends the efficiency of market-based capitalism.
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: Marx, Gandhi and Socialism
Triple: [Ram Manohar Lohia, notableWork, Marx, Gandhi and Socialism]

Generated description

"Marx, Gandhi and Socialism" is a political and philosophical work by Indian socialist leader Ram Manohar Lohia that critically examines and attempts to synthesize the ideas of Karl Marx and Mahatma Gandhi within a socialist framework.

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

Target entity: Marx, Gandhi and Socialism
Target entity description: "Marx, Gandhi and Socialism" is a political and philosophical work by Indian socialist leader Ram Manohar Lohia that critically examines and attempts to synthesize the ideas of Karl Marx and Mahatma Gandhi within a socialist framework.

A. Socialism Re-examined
Socialism Re-examined is a political work by American socialist leader Norman Thomas in which he reassesses and defends democratic socialism in the mid-20th century context.
B. What Gandhi Says
"What Gandhi Says" is a political analysis book by Norman Finkelstein that examines and interprets Mahatma Gandhi’s views on nonviolence, resistance, and contemporary conflicts.
C. Socialism: Utopian and Scientific
Socialism: Utopian and Scientific is a foundational Marxist text by Friedrich Engels that contrasts early utopian socialist ideas with the "scientific" socialism derived from historical materialism.
D. Capitalism, Socialism and Democracy
Capitalism, Socialism and Democracy is a 1942 book by economist Joseph Schumpeter that analyzes the dynamics of capitalist development, the prospects of socialism, and the nature of democratic institutions.
E. Socialism: An Economic and Sociological Analysis
Socialism: An Economic and Sociological Analysis is a seminal 1922 treatise by economist Ludwig von Mises that offers a comprehensive critique of socialist economic planning and defends the efficiency of market-based capitalism.
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_69ab4a5028388190a36f3baf1588309e`	completed	March 6, 2026, 9:42 p.m.
NER	Named-entity recognition	`batch_69abd9ef2fe0819082bbe746ca682a7e`	completed	March 7, 2026, 7:55 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69afa07228088190bb4942b3a25c938b`	completed	March 10, 2026, 4:39 a.m.
NEDg	Description generation	`batch_69afa0ff9c10819096d06ead6dc87d04`	completed	March 10, 2026, 4:41 a.m.
NED2	Entity disambiguation (via description)	`batch_69afa1e4ffb08190a6d96665ee566ea7`	completed	March 10, 2026, 4:45 a.m.

Created at: March 6, 2026, 9:54 p.m.