Triple
T16157358
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Fire Protection Association |
E392079
|
entity |
| Predicate | developsStandard |
P73
|
FINISHED |
| Object | NFPA 30 Flammable and Combustible Liquids Code |
E85291
|
NE FINISHED |
How this triple was built (2 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 30 Flammable and Combustible Liquids Code | Statement: [National Fire Protection Association, developsStandard, NFPA 30 Flammable and Combustible Liquids Code]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NFPA 30 Flammable and Combustible Liquids Code Context triple: [National Fire Protection Association, developsStandard, NFPA 30 Flammable and Combustible Liquids Code]
-
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.
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.
-
C.
IEC 80079 series
The IEC 80079 series is a set of international standards specifying requirements for non-electrical equipment and explosive atmospheres, widely used in the IECEx certification system for hazardous locations.
-
D.
IMO codes and guidelines on noxious liquid substances
IMO codes and guidelines on noxious liquid substances are international regulatory instruments that classify, control, and set safety and environmental standards for the carriage of hazardous liquid chemicals in bulk by sea.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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. |
Created at: April 10, 2026, 5:01 a.m.