Triple

T12694087
Position Surface form Disambiguated ID Type / Status
Subject Austrian market process approach E303283 entity
Predicate associatedWith P37 FINISHED
Object Lachmannian subjectivism
Lachmannian subjectivism is an Austrian-school perspective in economics that emphasizes the radical subjectivity of expectations, knowledge, and interpretations in shaping market processes and outcomes.
 E998213 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: Lachmannian subjectivism | Statement: [Austrian market process approach, associatedWith, Lachmannian subjectivism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Lachmannian subjectivism
Context triple: [Austrian market process approach, associatedWith, Lachmannian subjectivism]
  • A. Epistemology Without a Knowing Subject
    Epistemology Without a Knowing Subject is a philosophical work by Karl Popper that develops his theory of objective knowledge by arguing that knowledge can be understood independently of any particular knowing subject.
  • B. Convention: A Philosophical Study
    Convention: A Philosophical Study is a landmark 1969 book by philosopher David Lewis that develops a formal account of social conventions using tools from game theory and modal logic.
  • C. Individuals: An Essay in Descriptive Metaphysics
    Individuals: An Essay in Descriptive Metaphysics is a seminal 1959 work of analytic philosophy that develops a systematic account of our conceptual scheme for thinking about objects, persons, and their identity over time.
  • D. Essays in Radical Empiricism
    Essays in Radical Empiricism is a posthumously published collection of philosophical writings by William James that develops his influential doctrine of radical empiricism, emphasizing the primacy of experience and relations in understanding reality.
  • E. The Approach to Philosophy
    The Approach to Philosophy is an introductory philosophical work by American thinker Ralph Barton Perry that surveys fundamental problems and methods in philosophy for beginning students.
  • 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: Lachmannian subjectivism
Triple: [Austrian market process approach, associatedWith, Lachmannian subjectivism]
Generated description
Lachmannian subjectivism is an Austrian-school perspective in economics that emphasizes the radical subjectivity of expectations, knowledge, and interpretations in shaping market processes and outcomes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Lachmannian subjectivism
Target entity description: Lachmannian subjectivism is an Austrian-school perspective in economics that emphasizes the radical subjectivity of expectations, knowledge, and interpretations in shaping market processes and outcomes.
  • A. Epistemology Without a Knowing Subject
    Epistemology Without a Knowing Subject is a philosophical work by Karl Popper that develops his theory of objective knowledge by arguing that knowledge can be understood independently of any particular knowing subject.
  • B. Convention: A Philosophical Study
    Convention: A Philosophical Study is a landmark 1969 book by philosopher David Lewis that develops a formal account of social conventions using tools from game theory and modal logic.
  • C. Individuals: An Essay in Descriptive Metaphysics
    Individuals: An Essay in Descriptive Metaphysics is a seminal 1959 work of analytic philosophy that develops a systematic account of our conceptual scheme for thinking about objects, persons, and their identity over time.
  • D. Essays in Radical Empiricism
    Essays in Radical Empiricism is a posthumously published collection of philosophical writings by William James that develops his influential doctrine of radical empiricism, emphasizing the primacy of experience and relations in understanding reality.
  • E. The Approach to Philosophy
    The Approach to Philosophy is an introductory philosophical work by American thinker Ralph Barton Perry that surveys fundamental problems and methods in philosophy for beginning students.
  • 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_69d7bdef90d48190b46b88270e780946 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d961dbc91c8190bec50797bbd593db completed April 10, 2026, 8:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69f671ae935c8190a7fc2cf3c0987248 completed May 2, 2026, 9:50 p.m.
NEDg Description generation batch_69f6740129688190b286ce7acb4848c7 completed May 2, 2026, 10 p.m.
NED2 Entity disambiguation (via description) batch_69f675249d248190933421df49d3a2ab completed May 2, 2026, 10:05 p.m.
Created at: April 9, 2026, 5:22 p.m.