Triple

T2706943

Position	Surface form	Disambiguated ID	Type / Status
Subject	Division of Continuing Education, Harvard University	`E59362`	entity
Predicate	hasUnit	`P35`	FINISHED
Object	Professional Development Programs Professional Development Programs is a Harvard Division of Continuing Education unit offering short, intensive courses designed to enhance the skills and careers of working professionals.	`E290111`	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: Professional Development Programs | Statement: [Division of Continuing Education, Harvard University, hasUnit, Professional Development Programs]

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

Target entity: Professional Development Programs
Context triple: [Division of Continuing Education, Harvard University, hasUnit, Professional Development Programs]

A. Worker Training Program
The Worker Training Program is a National Institute of Environmental Health Sciences initiative that provides health and safety training to workers involved in hazardous materials handling, emergency response, and environmental cleanup.
B. CompEd
CompEd is an international ACM SIGCSE conference focused on research and innovation in computing education.
C. School of Professional Programs
The School of Professional Programs is a division of Marist College focused on providing career-oriented, flexible degree and certificate programs for adult and non-traditional learners.
D. School of Professional Advancement
The School of Professional Advancement is a division of Tulane University that offers career-focused undergraduate, graduate, and certificate programs designed for working adults and nontraditional students.
E. Professional Development Bureau
The Professional Development Bureau is a division of the Metropolitan Police Department of the District of Columbia responsible for training, education, and career development of its officers and staff.
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: Professional Development Programs
Triple: [Division of Continuing Education, Harvard University, hasUnit, Professional Development Programs]

Generated description

Professional Development Programs is a Harvard Division of Continuing Education unit offering short, intensive courses designed to enhance the skills and careers of working professionals.

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

Target entity: Professional Development Programs
Target entity description: Professional Development Programs is a Harvard Division of Continuing Education unit offering short, intensive courses designed to enhance the skills and careers of working professionals.

A. Worker Training Program
The Worker Training Program is a National Institute of Environmental Health Sciences initiative that provides health and safety training to workers involved in hazardous materials handling, emergency response, and environmental cleanup.
B. CompEd
CompEd is an international ACM SIGCSE conference focused on research and innovation in computing education.
C. School of Professional Programs
The School of Professional Programs is a division of Marist College focused on providing career-oriented, flexible degree and certificate programs for adult and non-traditional learners.
D. School of Professional Advancement
The School of Professional Advancement is a division of Tulane University that offers career-focused undergraduate, graduate, and certificate programs designed for working adults and nontraditional students.
E. Professional Development Bureau
The Professional Development Bureau is a division of the Metropolitan Police Department of the District of Columbia responsible for training, education, and career development of its officers and staff.
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_69ab4ac66bc88190b9e4afa5fc843f72`	completed	March 6, 2026, 9:44 p.m.
NER	Named-entity recognition	`batch_69abda725f24819090e8d936b3d2d5bc`	completed	March 7, 2026, 7:57 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69afaf7c22a4819096ff9effe9e0d77d`	completed	March 10, 2026, 5:43 a.m.
NEDg	Description generation	`batch_69afb039cdcc8190953368c1f6757503`	completed	March 10, 2026, 5:46 a.m.
NED2	Entity disambiguation (via description)	`batch_69afb0c27ee48190a319fd2fab02f755`	completed	March 10, 2026, 5:48 a.m.

Created at: March 6, 2026, 9:55 p.m.