Triple

T4111704
Position Surface form Disambiguated ID Type / Status
Subject The Constitution of Liberty E90189 entity
Predicate hasPart P35 FINISHED
Object Part II: Freedom and the Law
Part II: Freedom and the Law is a central section of Friedrich Hayek’s The Constitution of Liberty that examines the legal and institutional foundations necessary to secure individual freedom in a liberal society.
E413350 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: Part II: Freedom and the Law | Statement: [The Constitution of Liberty, hasPart, Part II: Freedom and the Law]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Part II: Freedom and the Law
Context triple: [The Constitution of Liberty, hasPart, Part II: Freedom and the Law]
  • A. Beyond Freedom and Dignity
    Beyond Freedom and Dignity is a controversial 1971 book by behaviorist B. F. Skinner that argues human behavior is best shaped through environmental conditioning rather than notions of free will or moral autonomy.
  • B. Toward Full Freedom
    Toward Full Freedom is a significant work by civil rights activist Mary White Ovington that reflects her advocacy for racial equality and social justice in the United States.
  • C. The Man Versus the State
    The Man Versus the State is a political philosophy book by Herbert Spencer that critiques government intervention and defends individual liberty and limited state power.
  • D. Book VI: Protection of rights
    Book VI: Protection of rights is the section of the Italian Civil Code that regulates judicial protection, enforcement of rights, and procedural safeguards in civil matters.
  • E. Liberty and Order
    Liberty and Order is the national motto of Colombia, expressing the country’s foundational ideals of freedom under a framework of lawful governance.
  • 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: Part II: Freedom and the Law
Triple: [The Constitution of Liberty, hasPart, Part II: Freedom and the Law]
Generated description
Part II: Freedom and the Law is a central section of Friedrich Hayek’s The Constitution of Liberty that examines the legal and institutional foundations necessary to secure individual freedom in a liberal society.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Part II: Freedom and the Law
Target entity description: Part II: Freedom and the Law is a central section of Friedrich Hayek’s The Constitution of Liberty that examines the legal and institutional foundations necessary to secure individual freedom in a liberal society.
  • A. Beyond Freedom and Dignity
    Beyond Freedom and Dignity is a controversial 1971 book by behaviorist B. F. Skinner that argues human behavior is best shaped through environmental conditioning rather than notions of free will or moral autonomy.
  • B. Toward Full Freedom
    Toward Full Freedom is a significant work by civil rights activist Mary White Ovington that reflects her advocacy for racial equality and social justice in the United States.
  • C. The Man Versus the State
    The Man Versus the State is a political philosophy book by Herbert Spencer that critiques government intervention and defends individual liberty and limited state power.
  • D. Book VI: Protection of rights
    Book VI: Protection of rights is the section of the Italian Civil Code that regulates judicial protection, enforcement of rights, and procedural safeguards in civil matters.
  • E. Liberty and Order
    Liberty and Order is the national motto of Colombia, expressing the country’s foundational ideals of freedom under a framework of lawful governance.
  • 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_69aed95c080881908125e30c5dcdc6f8 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af01dd7140819093d3332eb94a357c completed March 9, 2026, 5:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b8adc748190be7b34ff37ae3618 completed March 14, 2026, 2:07 p.m.
NEDg Description generation batch_69b56ca404d88190aad31ec27229cd40 completed March 14, 2026, 2:11 p.m.
NED2 Entity disambiguation (via description) batch_69b56d908f3481908ff2c703983e84e3 completed March 14, 2026, 2:15 p.m.
Created at: March 9, 2026, 3:41 p.m.