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.