Triple

T4845170

Position	Surface form	Disambiguated ID	Type / Status
Subject	LEED professional credentials	`E108270`	entity
Predicate	includes	`P1393`	FINISHED
Object	LEED Project Reviewer (as a GBCI role-related credential) A LEED Project Reviewer is a specialized GBCI professional who evaluates and verifies project documentation to determine compliance with LEED green building rating system requirements.	`E108270`	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: LEED Project Reviewer (as a GBCI role-related credential) | Statement: [LEED professional credentials, includes, LEED Project Reviewer (as a GBCI role-related credential)]

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

Target entity: LEED Project Reviewer (as a GBCI role-related credential)
Context triple: [LEED professional credentials, includes, LEED Project Reviewer (as a GBCI role-related credential)]

A. LEED professional credentials
LEED professional credentials are industry-recognized qualifications that certify an individual’s expertise in green building design, construction, and operations according to LEED standards.
B. LEED Certified
LEED Certified is a foundational level of green building certification under the LEED rating system, indicating that a building meets established standards for environmental performance and sustainability.
C. LEED Gold
LEED Gold is a high-level certification within the Leadership in Energy and Environmental Design (LEED) green building rating system, recognizing buildings that achieve strong performance in sustainability, energy efficiency, and environmental design.
D. LEED 2009
LEED 2009 is a major version of the LEED green building rating system that updated and streamlined criteria for sustainable design, construction, and operation of buildings.
E. LEED v4
LEED v4 is a major version of the LEED green building rating system that updates and strengthens standards for sustainable design, construction, and operation.
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: LEED Project Reviewer (as a GBCI role-related credential)
Triple: [LEED professional credentials, includes, LEED Project Reviewer (as a GBCI role-related credential)]

Generated description

A LEED Project Reviewer is a specialized GBCI professional who evaluates and verifies project documentation to determine compliance with LEED green building rating system requirements.

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

Target entity: LEED Project Reviewer (as a GBCI role-related credential)
Target entity description: A LEED Project Reviewer is a specialized GBCI professional who evaluates and verifies project documentation to determine compliance with LEED green building rating system requirements.

A. LEED professional credentials chosen
LEED professional credentials are industry-recognized qualifications that certify an individual’s expertise in green building design, construction, and operations according to LEED standards.
B. LEED Certified
LEED Certified is a foundational level of green building certification under the LEED rating system, indicating that a building meets established standards for environmental performance and sustainability.
C. LEED Gold
LEED Gold is a high-level certification within the Leadership in Energy and Environmental Design (LEED) green building rating system, recognizing buildings that achieve strong performance in sustainability, energy efficiency, and environmental design.
D. LEED 2009
LEED 2009 is a major version of the LEED green building rating system that updated and streamlined criteria for sustainable design, construction, and operation of buildings.
E. LEED v4
LEED v4 is a major version of the LEED green building rating system that updates and strengthens standards for sustainable design, construction, and operation.
F. None of above.

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_69bd4409b264819085ab855f3eb5381a`	completed	March 20, 2026, 12:56 p.m.
NER	Named-entity recognition	`batch_69bd6d020e5c8190aa9ceb4258e713c3`	completed	March 20, 2026, 3:51 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69be5cd29c9c8190ab4ca5463ef99c15`	completed	March 21, 2026, 8:54 a.m.
NEDg	Description generation	`batch_69be5efdf88481908165609068de9273`	completed	March 21, 2026, 9:03 a.m.
NED2	Entity disambiguation (via description)	`batch_69be5f63d5d881909c2f8bf29152903f`	completed	March 21, 2026, 9:05 a.m.

Created at: March 20, 2026, 1:25 p.m.