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.