Triple

T7886221

Position	Surface form	Disambiguated ID	Type / Status
Subject	Guido Calabresi	`E183109`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Ideals, Beliefs, Attitudes, and the Law Ideals, Beliefs, Attitudes, and the Law is a seminal work of legal scholarship by Guido Calabresi that explores how moral values and social attitudes shape and are shaped by legal rules and institutions.	`E696332`	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: Ideals, Beliefs, Attitudes, and the Law | Statement: [Guido Calabresi, notableWork, Ideals, Beliefs, Attitudes, and the Law]

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

Target entity: Ideals, Beliefs, Attitudes, and the Law
Context triple: [Guido Calabresi, notableWork, Ideals, Beliefs, Attitudes, and the Law]

A. The Essentials from the Science of Legal Theory
The Essentials from the Science of Legal Theory is an English rendering of al-Ghazali’s seminal work in Islamic legal theory, presenting the foundational principles and methods of deriving Islamic law.
B. Law in the Service of Human Needs
Law in the Service of Human Needs is the guiding motto of CUNY School of Law, emphasizing a mission of using legal education and practice to advance social justice and serve marginalized communities.
C. An Introduction to the Philosophy of Law
An Introduction to the Philosophy of Law is a foundational legal-philosophical text by Roscoe Pound that systematically explores the nature, purposes, and methods of law within society.
D. Theory of Legal Norms
Theory of Legal Norms is a foundational work in legal philosophy that systematically analyzes the structure, validity, and function of legal rules within a normative system.
E. Social Control Through Law
Social Control Through Law is a seminal legal theory book by Roscoe Pound that explores how law functions as a tool for regulating behavior and maintaining social order.
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: Ideals, Beliefs, Attitudes, and the Law
Triple: [Guido Calabresi, notableWork, Ideals, Beliefs, Attitudes, and the Law]

Generated description

Ideals, Beliefs, Attitudes, and the Law is a seminal work of legal scholarship by Guido Calabresi that explores how moral values and social attitudes shape and are shaped by legal rules and institutions.

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

Target entity: Ideals, Beliefs, Attitudes, and the Law
Target entity description: Ideals, Beliefs, Attitudes, and the Law is a seminal work of legal scholarship by Guido Calabresi that explores how moral values and social attitudes shape and are shaped by legal rules and institutions.

A. The Essentials from the Science of Legal Theory
The Essentials from the Science of Legal Theory is an English rendering of al-Ghazali’s seminal work in Islamic legal theory, presenting the foundational principles and methods of deriving Islamic law.
B. Law in the Service of Human Needs
Law in the Service of Human Needs is the guiding motto of CUNY School of Law, emphasizing a mission of using legal education and practice to advance social justice and serve marginalized communities.
C. An Introduction to the Philosophy of Law
An Introduction to the Philosophy of Law is a foundational legal-philosophical text by Roscoe Pound that systematically explores the nature, purposes, and methods of law within society.
D. Theory of Legal Norms
Theory of Legal Norms is a foundational work in legal philosophy that systematically analyzes the structure, validity, and function of legal rules within a normative system.
E. Social Control Through Law
Social Control Through Law is a seminal legal theory book by Roscoe Pound that explores how law functions as a tool for regulating behavior and maintaining social order.
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_69ca828af6e48190a06ee7010d8f0e64`	completed	March 30, 2026, 2:02 p.m.
NER	Named-entity recognition	`batch_69cb39d7e6308190b5a554385e83ff0d`	completed	March 31, 2026, 3:04 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69cb5b9286c881909ec01cb899e71d42`	completed	March 31, 2026, 5:28 a.m.
NEDg	Description generation	`batch_69cb5df0287881908bce1a4449e9f252`	completed	March 31, 2026, 5:38 a.m.
NED2	Entity disambiguation (via description)	`batch_69cb769944d08190ba8c2f5fe76e037b`	completed	March 31, 2026, 7:24 a.m.

Created at: March 30, 2026, 4:59 p.m.