Triple
T3850927
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Fire Protection Association standards |
E85291
|
entity |
| Predicate | notableStandard |
P321
|
FINISHED |
| Object |
NFPA 25 Standard for the Inspection, Testing, and Maintenance of Water-Based Fire Protection Systems
NFPA 25 is a widely adopted code that sets the minimum requirements for regularly inspecting, testing, and maintaining water-based fire protection systems to ensure their reliability and effectiveness.
|
E85291
|
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 standards, notableStandard, 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 standards, notableStandard, 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.
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.
-
C.
ASTM C1157
ASTM C1157 is a performance-based standard specification for hydraulic cement that classifies and evaluates cements by their strength and durability characteristics rather than by composition.
-
D.
ASME B31 Pressure Piping Code
ASME B31 Pressure Piping Code is a widely recognized set of engineering standards that governs the design, materials, fabrication, testing, and inspection of pressure piping systems in various industries.
-
E.
ISO 23950
ISO 23950 is an international standard that defines the Z39.50 client-server protocol for searching and retrieving information from remote databases in a networked environment.
- 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 standards, notableStandard, NFPA 25 Standard for the Inspection, Testing, and Maintenance of Water-Based Fire Protection Systems]
Generated description
NFPA 25 is a widely adopted code that sets the minimum requirements for regularly inspecting, testing, and maintaining water-based fire protection 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 code that sets the minimum requirements for regularly inspecting, testing, and maintaining water-based fire protection systems to ensure their reliability and effectiveness.
-
A.
National Fire Protection Association standards
chosen
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.
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.
-
C.
ASTM C1157
ASTM C1157 is a performance-based standard specification for hydraulic cement that classifies and evaluates cements by their strength and durability characteristics rather than by composition.
-
D.
ASME B31 Pressure Piping Code
ASME B31 Pressure Piping Code is a widely recognized set of engineering standards that governs the design, materials, fabrication, testing, and inspection of pressure piping systems in various industries.
-
E.
ISO 23950
ISO 23950 is an international standard that defines the Z39.50 client-server protocol for searching and retrieving information from remote databases in a networked environment.
- F. None of above.
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_69aed936de1c81908f91bed80f70abb2 |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aeebcf67788190975105131baabc4b |
completed | March 9, 2026, 3:48 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b50419e7a0819087f9bc7fbfec4116 |
completed | March 14, 2026, 6:45 a.m. |
| NEDg | Description generation | batch_69b50523dbb08190b1fd089092c1b2a6 |
completed | March 14, 2026, 6:50 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b50594e4888190b2db45eee2a988a7 |
completed | March 14, 2026, 6:52 a.m. |
Created at: March 9, 2026, 3:19 p.m.