Triple
T7232128
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Preparedness Goal |
E154926
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Threat and Hazard Identification and Risk Assessment
Threat and Hazard Identification and Risk Assessment (THIRA) is a standardized, community-based process used in U.S. emergency management to identify and analyze threats and hazards and determine the capability requirements needed to manage them.
|
E650446
|
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: Threat and Hazard Identification and Risk Assessment | Statement: [National Preparedness Goal, relatedTo, Threat and Hazard Identification and Risk Assessment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Threat and Hazard Identification and Risk Assessment Context triple: [National Preparedness Goal, relatedTo, Threat and Hazard Identification and Risk Assessment]
-
A.
Hazard Ranking System
The Hazard Ranking System is a scoring tool used by the U.S. Environmental Protection Agency to assess the relative risk of contaminated sites and determine which ones qualify for inclusion on the Superfund National Priorities List.
-
B.
National Security Risk Assessment process
The National Security Risk Assessment process is a systematic government framework for identifying, evaluating, and prioritizing threats and hazards to a nation’s security to inform policy and preparedness.
-
C.
CERT Resilience Management Model
The CERT Resilience Management Model is a framework developed by the Software Engineering Institute to help organizations systematically manage and improve their operational resilience, cybersecurity, and business continuity practices.
-
D.
Homeland Security Advisory System
The Homeland Security Advisory System was a color-coded alert system used by the U.S. government from 2002 to 2011 to communicate the risk of terrorist attacks to the public and authorities.
-
E.
Emergency Prevention, Preparedness and Response
Emergency Prevention, Preparedness and Response is a working group of the Arctic Council focused on enhancing international cooperation to prevent, prepare for, and respond to emergencies in the Arctic region.
- 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: Threat and Hazard Identification and Risk Assessment Triple: [National Preparedness Goal, relatedTo, Threat and Hazard Identification and Risk Assessment]
Generated description
Threat and Hazard Identification and Risk Assessment (THIRA) is a standardized, community-based process used in U.S. emergency management to identify and analyze threats and hazards and determine the capability requirements needed to manage them.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Threat and Hazard Identification and Risk Assessment Target entity description: Threat and Hazard Identification and Risk Assessment (THIRA) is a standardized, community-based process used in U.S. emergency management to identify and analyze threats and hazards and determine the capability requirements needed to manage them.
-
A.
Hazard Ranking System
The Hazard Ranking System is a scoring tool used by the U.S. Environmental Protection Agency to assess the relative risk of contaminated sites and determine which ones qualify for inclusion on the Superfund National Priorities List.
-
B.
National Security Risk Assessment process
The National Security Risk Assessment process is a systematic government framework for identifying, evaluating, and prioritizing threats and hazards to a nation’s security to inform policy and preparedness.
-
C.
CERT Resilience Management Model
The CERT Resilience Management Model is a framework developed by the Software Engineering Institute to help organizations systematically manage and improve their operational resilience, cybersecurity, and business continuity practices.
-
D.
Homeland Security Advisory System
The Homeland Security Advisory System was a color-coded alert system used by the U.S. government from 2002 to 2011 to communicate the risk of terrorist attacks to the public and authorities.
-
E.
Emergency Prevention, Preparedness and Response
Emergency Prevention, Preparedness and Response is a working group of the Arctic Council focused on enhancing international cooperation to prevent, prepare for, and respond to emergencies in the Arctic region.
- 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_69c68811dd1c8190ac460bb39e64e1f0 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6ea106cc881909348be576ced4beb |
completed | March 27, 2026, 8:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7cc2786f88190b0008891f801ca95 |
completed | March 28, 2026, 12:40 p.m. |
| NEDg | Description generation | batch_69c7cd7cb5f081908c2ca7ce8653f25f |
completed | March 28, 2026, 12:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c7cdf9e0608190a466ed638b728924 |
completed | March 28, 2026, 12:47 p.m. |
Created at: March 27, 2026, 2:54 p.m.