Triple
T16157357
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Fire Protection Association |
E392079
|
entity |
| Predicate | developsStandard |
P73
|
FINISHED |
| Object |
NFPA 25 Standard for the Inspection, Testing, and Maintenance of Water-Based Fire Protection Systems
NFPA 25 is a widely adopted fire protection standard that sets the minimum requirements for the periodic inspection, testing, and maintenance of water-based fire sprinkler and related suppression systems to ensure their reliability and effectiveness.
|
E1197315
|
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: NFPA 25 Standard for the Inspection, Testing, and Maintenance of Water-Based Fire Protection Systems | Statement: [National Fire Protection Association, developsStandard, NFPA 25 Standard for the Inspection, Testing, and Maintenance of Water-Based Fire Protection Systems]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NFPA 25 Standard for the Inspection, Testing, and Maintenance of Water-Based Fire Protection Systems Context triple: [National Fire Protection Association, developsStandard, NFPA 25 Standard for the Inspection, Testing, and Maintenance of Water-Based Fire Protection Systems]
-
A.
National Fire Protection Association standards
National Fire Protection Association standards are widely adopted fire and life safety codes and guidelines that establish best practices for fire prevention, protection, and emergency response.
-
B.
NFPA 1720 Standard for the Organization and Deployment of Fire Suppression Operations, Emergency Medical Operations, and Special Operations to the Public by Volunteer Fire Departments
NFPA 1720 is a National Fire Protection Association standard that establishes minimum requirements for staffing, response times, and operational performance for volunteer fire departments providing fire suppression, emergency medical, and special operations services to the public.
-
C.
National Fire Protection Association
The National Fire Protection Association is a U.S.-based nonprofit organization that develops and publishes widely adopted codes and standards intended to reduce fire and other hazards to life and property.
-
D.
NIST SP 1800-5
NIST SP 1800-5 is a National Institute of Standards and Technology cybersecurity practice guide that provides practical, example-based guidance for securing information technology systems in a specific domain.
-
E.
ACR-NEMA standard
The ACR-NEMA standard was an early medical imaging communication protocol developed by the American College of Radiology and the National Electrical Manufacturers Association that laid the groundwork for the later DICOM standard.
- 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: NFPA 25 Standard for the Inspection, Testing, and Maintenance of Water-Based Fire Protection Systems Triple: [National Fire Protection Association, developsStandard, NFPA 25 Standard for the Inspection, Testing, and Maintenance of Water-Based Fire Protection Systems]
Generated description
NFPA 25 is a widely adopted fire protection standard that sets the minimum requirements for the periodic inspection, testing, and maintenance of water-based fire sprinkler and related suppression systems to ensure their reliability and effectiveness.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NFPA 25 Standard for the Inspection, Testing, and Maintenance of Water-Based Fire Protection Systems Target entity description: NFPA 25 is a widely adopted fire protection standard that sets the minimum requirements for the periodic inspection, testing, and maintenance of water-based fire sprinkler and related suppression systems to ensure their reliability and effectiveness.
-
A.
National Fire Protection Association standards
National Fire Protection Association standards are widely adopted fire and life safety codes and guidelines that establish best practices for fire prevention, protection, and emergency response.
-
B.
NFPA 1720 Standard for the Organization and Deployment of Fire Suppression Operations, Emergency Medical Operations, and Special Operations to the Public by Volunteer Fire Departments
NFPA 1720 is a National Fire Protection Association standard that establishes minimum requirements for staffing, response times, and operational performance for volunteer fire departments providing fire suppression, emergency medical, and special operations services to the public.
-
C.
National Fire Protection Association
The National Fire Protection Association is a U.S.-based nonprofit organization that develops and publishes widely adopted codes and standards intended to reduce fire and other hazards to life and property.
-
D.
NIST SP 1800-5
NIST SP 1800-5 is a National Institute of Standards and Technology cybersecurity practice guide that provides practical, example-based guidance for securing information technology systems in a specific domain.
-
E.
ACR-NEMA standard
The ACR-NEMA standard was an early medical imaging communication protocol developed by the American College of Radiology and the National Electrical Manufacturers Association that laid the groundwork for the later DICOM standard.
- F. None of above. chosen
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_69d87f1c65e48190aa2b4c472e9bafc4 |
completed | April 10, 2026, 4:39 a.m. |
| NER | Named-entity recognition | batch_69e21e5b57a48190b6fe21f1c63e1ba3 |
completed | April 17, 2026, 11:49 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fff7b05a588190a44d1c922195a87b |
completed | May 10, 2026, 3:12 a.m. |
| NEDg | Description generation | batch_69fff87caefc8190836d690dfb2523f9 |
completed | May 10, 2026, 3:16 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fff98b3d7c8190bb284321d17f58e2 |
completed | May 10, 2026, 3:20 a.m. |
Created at: April 10, 2026, 5:01 a.m.