Triple

T91336
Position Surface form Disambiguated ID Type / Status
Subject National Council of Examiners for Engineering and Surveying E1834 entity
Predicate developsExam P73 FINISHED
Object 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.
E10297 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: Fundamentals of Surveying exam | Statement: [National Council of Examiners for Engineering and Surveying, developsExam, Fundamentals of Surveying exam]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fundamentals of Surveying exam
Context triple: [National Council of Examiners for Engineering and Surveying, developsExam, Fundamentals of Surveying exam]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. National Society of Professional Engineers
    The National Society of Professional Engineers is a U.S. professional organization that advocates for licensed professional engineers, promotes engineering ethics and standards, and supports the engineering profession through education and public policy.
  • 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: Fundamentals of Surveying exam
Triple: [National Council of Examiners for Engineering and Surveying, developsExam, Fundamentals of Surveying exam]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fundamentals of Surveying exam
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. 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.
  • E. National Society of Professional Engineers
    The National Society of Professional Engineers is a U.S. professional organization that advocates for licensed professional engineers, promotes engineering ethics and standards, and supports the engineering profession through education and public policy.
  • 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_69a26c1cdad88190aae17fcf5554a674 completed Feb. 28, 2026, 4:16 a.m.
NEDg Description generation batch_69a26f619a608190b9698811313a2b30 completed Feb. 28, 2026, 4:30 a.m.
NED2 Entity disambiguation (via description) batch_69a274ab28dc8190ba71579885e62994 completed Feb. 28, 2026, 4:52 a.m.
Created at: Feb. 28, 2026, 2:07 a.m.