Triple

T31162703
Position Surface form Disambiguated ID Type / Status
Subject For Marx E794383 entity
Predicate criticalTarget P171202 FINISHED
Object Hegelian Marxism
Hegelian Marxism is a strand of Marxist thought that reinterprets Karl Marx’s ideas through the dialectical and historical philosophy of G.W.F. Hegel, emphasizing concepts like contradiction, negation, and totality.
 E646592 NE FINISHED

How this triple was built (3 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: Hegelian Marxism | Statement: [For Marx, criticalTarget, Hegelian Marxism]
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: Hegelian Marxism
Triple: [For Marx, criticalTarget, Hegelian Marxism]
Generated description
Hegelian Marxism is a strand of Marxist thought that reinterprets Karl Marx’s ideas through the dialectical and historical philosophy of G.W.F. Hegel, emphasizing concepts like contradiction, negation, and totality.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: criticalTarget
Context triple: [For Marx, criticalTarget, Hegelian Marxism]
  • A. criticalTo
    Indicates that one entity is essential or indispensable for the functioning, success, or existence of another entity.
  • B. criticality
    Indicates the degree of importance, urgency, or potential impact associated with an entity, condition, or situation within a given context.
  • C. criticalDescription
    Indicates that one entity provides an evaluative or analytical description of another entity, often highlighting strengths, weaknesses, or significance.
  • D. criticalStrip
    Indicates that something lies within the critical strip, the region of complex values whose real parts fall between 0 and 1.
  • E. criticalLine
    Indicates that one entity is a crucial or decisive line (such as a boundary, path, or threshold) whose state or position significantly affects the other entity or overall system.
  • F. None of above. chosen

Provenance (7 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_69f224d504908190b01278dcb7fc3fa7 completed April 29, 2026, 3:33 p.m.
NER Named-entity recognition batch_69f69c6f01e881908fa84f5d429d37ae completed May 3, 2026, 12:53 a.m.
NED1 Entity disambiguation (via context triple) batch_6a29472cd1ac819083bd5a545be51035 completed June 10, 2026, 11:14 a.m.
NEDg Description generation batch_6a2947e26f408190a9bc961974014450 completed June 10, 2026, 11:17 a.m.
NED2 Entity disambiguation (via description) batch_6a294eea0f148190a57b7ab05b9f0227 completed June 10, 2026, 11:47 a.m.
PD Predicate disambiguation batch_69f69665cd9c819088c388fc82fec42e completed May 3, 2026, 12:27 a.m.
PDg Predicate description generation batch_69f69c2127088190ae92c72461576d3b completed May 3, 2026, 12:51 a.m.
Created at: April 29, 2026, 9:07 p.m.