Triple

T2138705

Position	Surface form	Disambiguated ID	Type / Status
Subject	American Planning Association	`E46711`	entity
Predicate	hasPart	`P35`	FINISHED
Object	American Institute of Certified Planners The American Institute of Certified Planners is the professional certification body that sets ethical and competency standards for urban and regional planners in the United States.	`E238186`	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: American Institute of Certified Planners | Statement: [American Planning Association, hasPart, American Institute of Certified Planners]

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

Target entity: American Institute of Certified Planners
Context triple: [American Planning Association, hasPart, American Institute of Certified Planners]

A. The American Planning Association
The American Planning Association is a professional organization in the United States that supports urban and regional planners through research, education, advocacy, and the promotion of best practices in community planning and development.
B. Association of Collegiate Schools of Planning
The Association of Collegiate Schools of Planning is a professional academic organization that represents and supports university-level urban and regional planning programs, faculty, and students.
C. American Institute of Architects
The American Institute of Architects is a professional organization in the United States that represents architects, sets industry standards, and promotes excellence in the practice of architecture.
D. The American Society of Landscape Architects
The American Society of Landscape Architects is a professional organization representing landscape architects in the United States, dedicated to advancing the practice through advocacy, education, and the promotion of sustainable design.
E. International Planning Associates
International Planning Associates is an urban planning and design firm known for developing the master plan for Nigeria’s purpose-built capital city, Abuja.
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: American Institute of Certified Planners
Triple: [American Planning Association, hasPart, American Institute of Certified Planners]

Generated description

The American Institute of Certified Planners is the professional certification body that sets ethical and competency standards for urban and regional planners in the United States.

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

Target entity: American Institute of Certified Planners
Target entity description: The American Institute of Certified Planners is the professional certification body that sets ethical and competency standards for urban and regional planners in the United States.

A. The American Planning Association
The American Planning Association is a professional organization in the United States that supports urban and regional planners through research, education, advocacy, and the promotion of best practices in community planning and development.
B. Association of Collegiate Schools of Planning
The Association of Collegiate Schools of Planning is a professional academic organization that represents and supports university-level urban and regional planning programs, faculty, and students.
C. American Institute of Architects
The American Institute of Architects is a professional organization in the United States that represents architects, sets industry standards, and promotes excellence in the practice of architecture.
D. The American Society of Landscape Architects
The American Society of Landscape Architects is a professional organization representing landscape architects in the United States, dedicated to advancing the practice through advocacy, education, and the promotion of sustainable design.
E. International Planning Associates
International Planning Associates is an urban planning and design firm known for developing the master plan for Nigeria’s purpose-built capital city, Abuja.
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_69a88a174ab48190a5db20c132e5dccf`	completed	March 4, 2026, 7:37 p.m.
NER	Named-entity recognition	`batch_69abbe012aa481909ffa0a50e58efabb`	completed	March 7, 2026, 5:56 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69ae51b1290c8190a08850b428c99a6c`	completed	March 9, 2026, 4:50 a.m.
NEDg	Description generation	`batch_69ae55923b748190bf7a2df3ae94edc8`	completed	March 9, 2026, 5:07 a.m.
NED2	Entity disambiguation (via description)	`batch_69ae55fdc32c8190b6ecdc9b23d64cc5`	completed	March 9, 2026, 5:09 a.m.

Created at: March 4, 2026, 7:44 p.m.