Triple
T17254089
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hikurangi subduction margin |
E418833
|
entity |
| Predicate | riskAssessmentFocus |
P71427
|
FINISHED |
| Object |
New Zealand National Seismic Hazard Model
The New Zealand National Seismic Hazard Model is a comprehensive, science-based framework that estimates the likelihood and severity of earthquakes across New Zealand to guide building standards, infrastructure design, and risk management.
|
E1258933
|
NE FINISHED |
How this triple was built (5 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: New Zealand National Seismic Hazard Model | Statement: [Hikurangi subduction margin, riskAssessmentFocus, New Zealand National Seismic Hazard Model]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: New Zealand National Seismic Hazard Model Context triple: [Hikurangi subduction margin, riskAssessmentFocus, New Zealand National Seismic Hazard Model]
-
A.
USGS National Seismic Hazard Model
The USGS National Seismic Hazard Model is a comprehensive, nationwide assessment that estimates the likelihood and intensity of earthquake shaking across the United States to inform building codes, risk mitigation, and public safety planning.
-
B.
New Zealand active fault database
The New Zealand active fault database is a national geospatial and scientific resource that compiles detailed information on the location, characteristics, and activity of known active faults across New Zealand for research and hazard assessment.
-
C.
New Zealand volcano monitoring network
The New Zealand volcano monitoring network is a nationwide system of instruments and observation programs that continuously track volcanic activity to provide early warning and support hazard assessment across the country’s active volcanoes.
-
D.
2011 Christchurch earthquake sequence
The 2011 Christchurch earthquake sequence was a series of powerful and destructive earthquakes in the Canterbury region of New Zealand, centered on and around Christchurch, causing widespread damage, loss of life, and long-term impacts on infrastructure and communities.
-
E.
GeoNet
GeoNet is New Zealand’s national geological hazard monitoring network and information service, tracking earthquakes, volcanoes, landslides, and related natural hazards.
- 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: New Zealand National Seismic Hazard Model Triple: [Hikurangi subduction margin, riskAssessmentFocus, New Zealand National Seismic Hazard Model]
Generated description
The New Zealand National Seismic Hazard Model is a comprehensive, science-based framework that estimates the likelihood and severity of earthquakes across New Zealand to guide building standards, infrastructure design, and risk management.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: New Zealand National Seismic Hazard Model Target entity description: The New Zealand National Seismic Hazard Model is a comprehensive, science-based framework that estimates the likelihood and severity of earthquakes across New Zealand to guide building standards, infrastructure design, and risk management.
-
A.
USGS National Seismic Hazard Model
The USGS National Seismic Hazard Model is a comprehensive, nationwide assessment that estimates the likelihood and intensity of earthquake shaking across the United States to inform building codes, risk mitigation, and public safety planning.
-
B.
New Zealand active fault database
The New Zealand active fault database is a national geospatial and scientific resource that compiles detailed information on the location, characteristics, and activity of known active faults across New Zealand for research and hazard assessment.
-
C.
New Zealand volcano monitoring network
The New Zealand volcano monitoring network is a nationwide system of instruments and observation programs that continuously track volcanic activity to provide early warning and support hazard assessment across the country’s active volcanoes.
-
D.
2011 Christchurch earthquake sequence
The 2011 Christchurch earthquake sequence was a series of powerful and destructive earthquakes in the Canterbury region of New Zealand, centered on and around Christchurch, causing widespread damage, loss of life, and long-term impacts on infrastructure and communities.
-
E.
GeoNet
GeoNet is New Zealand’s national geological hazard monitoring network and information service, tracking earthquakes, volcanoes, landslides, and related natural hazards.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: riskAssessmentFocus Context triple: [Hikurangi subduction margin, riskAssessmentFocus, New Zealand National Seismic Hazard Model]
-
A.
riskAssessmentBy
Indicates that a risk assessment is performed, evaluated, or provided by a specific agent or entity.
-
B.
focusesOnRisk
Indicates that the subject directs attention, resources, or analysis primarily toward identifying, assessing, or managing risk.
-
C.
riskAssessmentPerformedWith
chosen
Indicates that a risk assessment is carried out using, supported by, or in conjunction with a specified method, tool, or resource.
-
D.
riskGroup
Indicates that an entity belongs to a category of individuals or items that share an elevated level of risk relative to others.
-
E.
riskPractice
Indicates that an entity engages in or is associated with a practice, behavior, or procedure that carries a potential for harm, loss, or adverse outcomes.
- F. None of above.
Provenance (6 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_69d886d9ab108190b70edd8d17aa1204 |
completed | April 10, 2026, 5:12 a.m. |
| NER | Named-entity recognition | batch_69e42e6b2b1c8190b446ce648ecaad80 |
completed | April 19, 2026, 1:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0170fd7f7c81908f417fa758e861a2 |
completed | May 11, 2026, 6:02 a.m. |
| NEDg | Description generation | batch_6a01722af058819099ed80edbd2f5d0a |
completed | May 11, 2026, 6:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0172cfe09081908bb64fc39bd2f46d |
completed | May 11, 2026, 6:10 a.m. |
| PD | Predicate disambiguation | batch_69e3832a284481908a8a3da7ac91de5a |
completed | April 18, 2026, 1:12 p.m. |
Created at: April 10, 2026, 5:39 a.m.