Triple

T91337

Position	Surface form	Disambiguated ID	Type / Status
Subject	National Council of Examiners for Engineering and Surveying	`E1834`	entity
Predicate	developsExam	`P73`	FINISHED
Object	Principles and Practice of Surveying exam The Principles and Practice of Surveying exam is a professional licensure examination in the United States that assesses the competency and practical knowledge of surveyors seeking to become licensed Professional Surveyors.	`E11106`	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: Principles and Practice of Surveying exam | Statement: [National Council of Examiners for Engineering and Surveying, developsExam, Principles and Practice of Surveying exam]

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

Target entity: Principles and Practice of Surveying exam
Context triple: [National Council of Examiners for Engineering and Surveying, developsExam, Principles and Practice of Surveying exam]

A. Fundamentals of Surveying exam
The Fundamentals of Surveying exam is a standardized professional licensing test in the United States that assesses entry-level knowledge and skills in land surveying.
B. Principles and Practice of Engineering exam
The Principles and Practice of Engineering exam is a professional licensure test in the United States that assesses the competency of engineers who have gained sufficient work experience to practice independently.
C. Fundamentals of Engineering exam
The Fundamentals of Engineering exam is a comprehensive standardized test in the United States that serves as the first step toward professional engineering licensure for recent graduates and students nearing completion of an accredited engineering degree.
D. National Council of Examiners for Engineering and Surveying
The National Council of Examiners for Engineering and Surveying is a U.S.-based nonprofit organization that develops and administers professional licensure examinations for engineers and surveyors across multiple jurisdictions.
E. American Society of Civil Engineers
The American Society of Civil Engineers is a professional organization in the United States that represents civil engineers and promotes the advancement of civil engineering practice, education, and infrastructure.
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: Principles and Practice of Surveying exam
Triple: [National Council of Examiners for Engineering and Surveying, developsExam, Principles and Practice of Surveying exam]

Generated description

The Principles and Practice of Surveying exam is a professional licensure examination in the United States that assesses the competency and practical knowledge of surveyors seeking to become licensed Professional Surveyors.

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

Target entity: Principles and Practice of Surveying exam
Target entity description: The Principles and Practice of Surveying exam is a professional licensure examination in the United States that assesses the competency and practical knowledge of surveyors seeking to become licensed Professional Surveyors.

A. Fundamentals of Surveying exam
The Fundamentals of Surveying exam is a standardized professional licensing test in the United States that assesses entry-level knowledge and skills in land surveying.
B. Principles and Practice of Engineering exam
The Principles and Practice of Engineering exam is a professional licensure test in the United States that assesses the competency of engineers who have gained sufficient work experience to practice independently.
C. Fundamentals of Engineering exam
The Fundamentals of Engineering exam is a comprehensive standardized test in the United States that serves as the first step toward professional engineering licensure for recent graduates and students nearing completion of an accredited engineering degree.
D. National Council of Examiners for Engineering and Surveying
The National Council of Examiners for Engineering and Surveying is a U.S.-based nonprofit organization that develops and administers professional licensure examinations for engineers and surveyors across multiple jurisdictions.
E. American Society of Civil Engineers
The American Society of Civil Engineers is a professional organization in the United States that represents civil engineers and promotes the advancement of civil engineering practice, education, and infrastructure.
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_69a24d1a97dc819094e6c021fe9b05a7`	completed	Feb. 28, 2026, 2:04 a.m.
NER	Named-entity recognition	`batch_69a2567dd770819088eb77ffc6d2d1cf`	completed	Feb. 28, 2026, 2:44 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a275e4880c81908f39d69fbeb8f61a`	completed	Feb. 28, 2026, 4:58 a.m.
NEDg	Description generation	`batch_69a276cddee08190aab0959702d44f67`	completed	Feb. 28, 2026, 5:02 a.m.
NED2	Entity disambiguation (via description)	`batch_69a277b7aee8819085cb05afc213eaff`	completed	Feb. 28, 2026, 5:05 a.m.

Created at: Feb. 28, 2026, 2:07 a.m.