Triple
T3850864
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Fire Protection Association standards |
E85291
|
entity |
| Predicate | developedBy |
P73
|
FINISHED |
| Object |
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.
|
E392079
|
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: National Fire Protection Association | Statement: [National Fire Protection Association standards, developedBy, National Fire Protection Association]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Fire Protection Association Context triple: [National Fire Protection Association standards, developedBy, National Fire Protection Association]
-
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.
State Fire Prevention and Building Code Council
The State Fire Prevention and Building Code Council is a New York State body responsible for developing and updating statewide fire prevention and building construction codes to ensure public safety.
-
C.
American National Standards Institute
The American National Standards Institute (ANSI) is a private, non-profit organization that coordinates the development and use of voluntary consensus standards for products, services, processes, and systems in the United States.
-
D.
Alaska Fire Standards Council
The Alaska Fire Standards Council is a state-level body responsible for establishing and maintaining professional training and certification standards for firefighters and fire service personnel in Alaska.
-
E.
National Electrical Manufacturers Association
The National Electrical Manufacturers Association (NEMA) is a U.S.-based trade association that develops technical standards and represents manufacturers of electrical and medical imaging equipment.
- 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: National Fire Protection Association Triple: [National Fire Protection Association standards, developedBy, National Fire Protection Association]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: National Fire Protection Association Target entity description: 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.
-
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.
State Fire Prevention and Building Code Council
The State Fire Prevention and Building Code Council is a New York State body responsible for developing and updating statewide fire prevention and building construction codes to ensure public safety.
-
C.
American National Standards Institute
The American National Standards Institute (ANSI) is a private, non-profit organization that coordinates the development and use of voluntary consensus standards for products, services, processes, and systems in the United States.
-
D.
Alaska Fire Standards Council
The Alaska Fire Standards Council is a state-level body responsible for establishing and maintaining professional training and certification standards for firefighters and fire service personnel in Alaska.
-
E.
National Electrical Manufacturers Association
The National Electrical Manufacturers Association (NEMA) is a U.S.-based trade association that develops technical standards and represents manufacturers of electrical and medical imaging equipment.
- 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_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.