Triple
T16157362
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Fire Protection Association |
E392079
|
entity |
| Predicate | developsStandard |
P73
|
FINISHED |
| Object |
NFPA 72 National Fire Alarm and Signaling Code
NFPA 72 National Fire Alarm and Signaling Code is a widely adopted U.S. standard that sets the minimum requirements for the design, installation, performance, inspection, testing, and maintenance of fire alarm and emergency communications systems.
|
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 72 National Fire Alarm and Signaling Code | Statement: [National Fire Protection Association, developsStandard, NFPA 72 National Fire Alarm and Signaling Code]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NFPA 72 National Fire Alarm and Signaling Code Context triple: [National Fire Protection Association, developsStandard, NFPA 72 National Fire Alarm and Signaling Code]
-
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.
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.
-
C.
Massachusetts State Fire Code
The Massachusetts State Fire Code is a comprehensive set of regulations governing fire prevention, protection systems, and life safety standards in buildings and facilities throughout the Commonwealth of Massachusetts.
-
D.
New York State Uniform Fire Prevention and Building Code
The New York State Uniform Fire Prevention and Building Code is a statewide set of construction and safety standards designed to protect public health, safety, and welfare by regulating building design, materials, and fire protection measures across New York.
-
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. 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 72 National Fire Alarm and Signaling Code Triple: [National Fire Protection Association, developsStandard, NFPA 72 National Fire Alarm and Signaling Code]
Generated description
NFPA 72 National Fire Alarm and Signaling Code is a widely adopted U.S. standard that sets the minimum requirements for the design, installation, performance, inspection, testing, and maintenance of fire alarm and emergency communications systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: NFPA 72 National Fire Alarm and Signaling Code Target entity description: NFPA 72 National Fire Alarm and Signaling Code is a widely adopted U.S. standard that sets the minimum requirements for the design, installation, performance, inspection, testing, and maintenance of fire alarm and emergency communications systems.
-
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.
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.
-
C.
Massachusetts State Fire Code
The Massachusetts State Fire Code is a comprehensive set of regulations governing fire prevention, protection systems, and life safety standards in buildings and facilities throughout the Commonwealth of Massachusetts.
-
D.
New York State Uniform Fire Prevention and Building Code
The New York State Uniform Fire Prevention and Building Code is a statewide set of construction and safety standards designed to protect public health, safety, and welfare by regulating building design, materials, and fire protection measures across New York.
-
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.
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.