Triple

T3062653
Position Surface form Disambiguated ID Type / Status
Subject Analytical Marxism E62030 entity
Predicate associatedWith P37 FINISHED
Object G. A. Cohen
G. A. Cohen was a Canadian-born political philosopher known for his rigorous analytical approach to Marxism and influential work on egalitarian justice.
 E323236 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: G. A. Cohen | Statement: [Analytical Marxism, associatedWith, G. A. Cohen]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: G. A. Cohen
Context triple: [Analytical Marxism, associatedWith, G. A. Cohen]
  • A. Michael Walzer
    Michael Walzer is an American political theorist best known for his work on justice, war, and ethics, particularly in his influential book "Just and Unjust Wars."
  • B. Bernard Williams
    Bernard Williams was a prominent 20th-century British moral philosopher known for his critiques of utilitarianism and moral theory, his emphasis on the complexity of ethical life, and his influential work on integrity, moral luck, and the history of philosophy.
  • C. Bernard Williams
    Bernard Williams was a British film producer known for his work on notable movies such as "Dirty Rotten Scoundrels" and other major studio productions.
  • D. Ronald Dworkin
    Ronald Dworkin was a prominent American legal and political philosopher known for his theory of law as integrity and his influential work on rights, equality, and constitutional interpretation.
  • E. I. Bernard Cohen
    I. Bernard Cohen was a prominent American historian of science best known for his influential scholarship on Isaac Newton and the Scientific Revolution.
  • 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: G. A. Cohen
Triple: [Analytical Marxism, associatedWith, G. A. Cohen]
Generated description
G. A. Cohen was a Canadian-born political philosopher known for his rigorous analytical approach to Marxism and influential work on egalitarian justice.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: G. A. Cohen
Target entity description: G. A. Cohen was a Canadian-born political philosopher known for his rigorous analytical approach to Marxism and influential work on egalitarian justice.
  • A. Michael Walzer
    Michael Walzer is an American political theorist best known for his work on justice, war, and ethics, particularly in his influential book "Just and Unjust Wars."
  • B. Bernard Williams
    Bernard Williams was a prominent 20th-century British moral philosopher known for his critiques of utilitarianism and moral theory, his emphasis on the complexity of ethical life, and his influential work on integrity, moral luck, and the history of philosophy.
  • C. Bernard Williams
    Bernard Williams was a British film producer known for his work on notable movies such as "Dirty Rotten Scoundrels" and other major studio productions.
  • D. Ronald Dworkin
    Ronald Dworkin was a prominent American legal and political philosopher known for his theory of law as integrity and his influential work on rights, equality, and constitutional interpretation.
  • E. I. Bernard Cohen
    I. Bernard Cohen was a prominent American historian of science best known for his influential scholarship on Isaac Newton and the Scientific Revolution.
  • 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_69ad85793e5c8190a358049bc4a98d8c completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ad9ea088fc819090b9d5bbcb268671 completed March 8, 2026, 4:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1ef118cb48190a1f666ead7c19a12 completed March 11, 2026, 10:39 p.m.
NEDg Description generation batch_69b1f1291670819083866bd4950d4124 completed March 11, 2026, 10:48 p.m.
NED2 Entity disambiguation (via description) batch_69b1f1990be08190bfa83c08323c5d40 completed March 11, 2026, 10:50 p.m.
Created at: March 8, 2026, 3:02 p.m.