Triple

T8406916

Position	Surface form	Disambiguated ID	Type / Status
Subject	Roberta Romano	`E198521`	entity
Predicate	notableWork	`P4`	FINISHED
Object	Foundations of Corporate Law Foundations of Corporate Law is a leading casebook and scholarly text that analyzes the legal and economic principles underlying modern corporate governance and business organizations.	`E731334`	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: Foundations of Corporate Law | Statement: [Roberta Romano, notableWork, Foundations of Corporate Law]

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

Target entity: Foundations of Corporate Law
Context triple: [Roberta Romano, notableWork, Foundations of Corporate Law]

A. Journal of Corporation Law
The Journal of Corporation Law is a leading student-edited legal journal focusing on corporate and business law issues.
B. Corporations Law
Corporations Law was the former Australian legislative framework governing company formation, management, and regulation prior to its replacement by the Corporations Act 2001.
C. Incorporation doctrine
The Incorporation doctrine is a constitutional principle through which most protections in the U.S. Bill of Rights have been made enforceable against state governments via the Fourteenth Amendment.
D. Reports on the relation of corporate law to the growth of trusts
"Reports on the relation of corporate law to the growth of trusts" is an early 20th-century investigative study analyzing how corporate legal frameworks enabled and shaped the expansion of large business trusts in the United States.
E. Reports on the relation of state incorporation laws to corporate concentration
"Reports on the relation of state incorporation laws to corporate concentration" is an early 20th-century investigative study by the U.S. Bureau of Corporations analyzing how differing state incorporation statutes influenced the growth and power of large corporations and trusts.
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: Foundations of Corporate Law
Triple: [Roberta Romano, notableWork, Foundations of Corporate Law]

Generated description

Foundations of Corporate Law is a leading casebook and scholarly text that analyzes the legal and economic principles underlying modern corporate governance and business organizations.

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

Target entity: Foundations of Corporate Law
Target entity description: Foundations of Corporate Law is a leading casebook and scholarly text that analyzes the legal and economic principles underlying modern corporate governance and business organizations.

A. Journal of Corporation Law
The Journal of Corporation Law is a leading student-edited legal journal focusing on corporate and business law issues.
B. Corporations Law
Corporations Law was the former Australian legislative framework governing company formation, management, and regulation prior to its replacement by the Corporations Act 2001.
C. Incorporation doctrine
The Incorporation doctrine is a constitutional principle through which most protections in the U.S. Bill of Rights have been made enforceable against state governments via the Fourteenth Amendment.
D. Reports on the relation of corporate law to the growth of trusts
"Reports on the relation of corporate law to the growth of trusts" is an early 20th-century investigative study analyzing how corporate legal frameworks enabled and shaped the expansion of large business trusts in the United States.
E. Reports on the relation of state incorporation laws to corporate concentration
"Reports on the relation of state incorporation laws to corporate concentration" is an early 20th-century investigative study by the U.S. Bureau of Corporations analyzing how differing state incorporation statutes influenced the growth and power of large corporations and trusts.
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_69ca8310df9c8190b25f16161cca3e41`	completed	March 30, 2026, 2:05 p.m.
NER	Named-entity recognition	`batch_69cb831409308190981089c303ebaef4`	completed	March 31, 2026, 8:17 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ce03035e148190867b60ddaeb8d761`	completed	April 2, 2026, 5:47 a.m.
NEDg	Description generation	`batch_69ce07808098819087e896b87320aefd`	completed	April 2, 2026, 6:06 a.m.
NED2	Entity disambiguation (via description)	`batch_69ce08759e1c81909c96caf3b571e1ca`	completed	April 2, 2026, 6:11 a.m.

Created at: March 30, 2026, 6:05 p.m.