Triple

T4845198
Position Surface form Disambiguated ID Type / Status
Subject LEED professional credentials E108270 entity
Predicate credentialHolderTitle P38167 FINISHED
Object LEED professional
A LEED professional is an individual accredited by the U.S. Green Building Council for expertise in designing, constructing, and operating buildings according to recognized green building and sustainability standards.
E108270 NE FINISHED

How this triple was built (5 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 professional | Statement: [LEED professional credentials, credentialHolderTitle, LEED professional]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: LEED professional
Context triple: [LEED professional credentials, credentialHolderTitle, LEED professional]
  • 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. Leadership in Energy and Environmental Design
    Leadership in Energy and Environmental Design (LEED) is a globally recognized green building certification system that evaluates and rewards environmentally responsible, energy-efficient, and sustainable building design, construction, and operation.
  • 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 professional
Triple: [LEED professional credentials, credentialHolderTitle, LEED professional]
Generated description
A LEED professional is an individual accredited by the U.S. Green Building Council for expertise in designing, constructing, and operating buildings according to recognized green building and sustainability standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: LEED professional
Target entity description: A LEED professional is an individual accredited by the U.S. Green Building Council for expertise in designing, constructing, and operating buildings according to recognized green building and sustainability standards.
  • 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. Leadership in Energy and Environmental Design
    Leadership in Energy and Environmental Design (LEED) is a globally recognized green building certification system that evaluates and rewards environmentally responsible, energy-efficient, and sustainable building design, construction, and operation.
  • 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.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: credentialHolderTitle
Context triple: [LEED professional credentials, credentialHolderTitle, LEED professional]
  • A. holderFullTitle
    Indicates that one entity is the complete, formal title or designation held by another entity.
  • B. titleHolderName
    Indicates the name of the person or entity that holds a particular title or position.
  • C. creditedTitle
    Indicates that a particular title or role is formally attributed to an entity as a credit.
  • D. titleHolderDesignation
    Indicates the specific role or designation held by the current holder of a particular title or position.
  • E. titleOrRole chosen
    Indicates that one entity serves as the title, position, or role held or described by another entity.
  • F. None of above.

Provenance (6 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_69bd6e01872c81909607010c10538ad1 completed March 20, 2026, 3:55 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.
PD Predicate disambiguation batch_69bd6c2375a4819098e16acb982c8fab completed March 20, 2026, 3:47 p.m.
Created at: March 20, 2026, 1:25 p.m.