Triple

T4845172
Position Surface form Disambiguated ID Type / Status
Subject LEED professional credentials E108270 entity
Predicate advancedCredential P6396 FINISHED
Object LEED AP with specialty
LEED AP with specialty is an advanced professional accreditation that recognizes expertise in applying LEED green building standards within a specific area such as building design, construction, operations, or neighborhood development.
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 AP with specialty | Statement: [LEED professional credentials, advancedCredential, LEED AP with specialty]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: LEED AP with specialty
Context triple: [LEED professional credentials, advancedCredential, LEED AP with specialty]
  • 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 AP O+M
    LEED AP O+M is a professional accreditation for experts in optimizing the operation and maintenance of existing green buildings under the LEED rating system.
  • C. 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.
  • D. 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.
  • E. LEED for Commercial Interiors
    LEED for Commercial Interiors is a specialized green building rating system that certifies the environmental performance and sustainability of interior fit-outs for commercial spaces.
  • 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 AP with specialty
Triple: [LEED professional credentials, advancedCredential, LEED AP with specialty]
Generated description
LEED AP with specialty is an advanced professional accreditation that recognizes expertise in applying LEED green building standards within a specific area such as building design, construction, operations, or neighborhood development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: LEED AP with specialty
Target entity description: LEED AP with specialty is an advanced professional accreditation that recognizes expertise in applying LEED green building standards within a specific area such as building design, construction, operations, or neighborhood development.
  • 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 AP O+M
    LEED AP O+M is a professional accreditation for experts in optimizing the operation and maintenance of existing green buildings under the LEED rating system.
  • C. 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.
  • D. 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.
  • E. LEED for Commercial Interiors
    LEED for Commercial Interiors is a specialized green building rating system that certifies the environmental performance and sustainability of interior fit-outs for commercial spaces.
  • F. None of above.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: advancedCredential
Context triple: [LEED professional credentials, advancedCredential, LEED AP with specialty]
  • A. credentialType chosen
    Indicates the specific kind or category of credential associated with an entity or relationship.
  • B. hasCredential
    Indicates that an entity possesses or has been granted a specific credential, qualification, or certification.
  • C. advancedThrough
    Indicates that an entity has progressed or moved forward within, or as a result of, a particular medium, stage, process, or pathway.
  • D. authenticationStandard
    Indicates that one entity defines, specifies, or adheres to a particular method, protocol, or set of rules for verifying the identity of another entity.
  • E. credentialAwarded
    Indicates that a particular credential has been granted or conferred to an entity as a result of meeting specified requirements.
  • 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_69be67d70dd0819094b6b2906a9d03b5 completed March 21, 2026, 9:41 a.m.
NEDg Description generation batch_69be6846dfdc8190b45afc3fe92724fc completed March 21, 2026, 9:43 a.m.
NED2 Entity disambiguation (via description) batch_69be68c77c088190a57376c608abe4c0 completed March 21, 2026, 9:45 a.m.
PD Predicate disambiguation batch_69bd6c2375a4819098e16acb982c8fab completed March 20, 2026, 3:47 p.m.
Created at: March 20, 2026, 1:25 p.m.