Triple

T4267442

Position	Surface form	Disambiguated ID	Type / Status
Subject	Hayward Fault	`E96858`	entity
Predicate	includedIn	`P1393`	FINISHED
Object	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.	`E425611`	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: USGS National Seismic Hazard Model | Statement: [Hayward Fault, includedIn, USGS National Seismic Hazard Model]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: USGS National Seismic Hazard Model
Context triple: [Hayward Fault, includedIn, USGS National Seismic Hazard Model]

A. Bulletin of the Seismological Society of America
The Bulletin of the Seismological Society of America is a leading peer-reviewed scientific journal that publishes research on earthquakes and seismology.
B. Seismological Society of America
The Seismological Society of America is a scientific organization dedicated to the study of earthquakes and the promotion of seismology research and education.
C. Seismological Laboratory at Caltech
The Seismological Laboratory at Caltech is a world-renowned research center for earthquake science and seismology, known for pioneering work in measuring and understanding seismic activity.
D. Seismological Research Letters
Seismological Research Letters is a peer-reviewed scientific journal focusing on seismology and earthquake science, featuring research articles, data reports, and rapid communications for the seismological community.
E. GEOSCOPE global seismological network
The GEOSCOPE global seismological network is a worldwide array of high-quality seismic stations that records and monitors earthquakes and Earth’s internal structure for geophysical research.
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: USGS National Seismic Hazard Model
Triple: [Hayward Fault, includedIn, USGS National Seismic Hazard Model]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: USGS National Seismic Hazard Model
Target entity description: 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.

A. Bulletin of the Seismological Society of America
The Bulletin of the Seismological Society of America is a leading peer-reviewed scientific journal that publishes research on earthquakes and seismology.
B. Seismological Society of America
The Seismological Society of America is a scientific organization dedicated to the study of earthquakes and the promotion of seismology research and education.
C. Seismological Laboratory at Caltech
The Seismological Laboratory at Caltech is a world-renowned research center for earthquake science and seismology, known for pioneering work in measuring and understanding seismic activity.
D. Seismological Research Letters
Seismological Research Letters is a peer-reviewed scientific journal focusing on seismology and earthquake science, featuring research articles, data reports, and rapid communications for the seismological community.
E. GEOSCOPE global seismological network
The GEOSCOPE global seismological network is a worldwide array of high-quality seismic stations that records and monitors earthquakes and Earth’s internal structure for geophysical research.
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_69b34543f06c8190915ebb1a4574ffa9`	completed	March 12, 2026, 10:59 p.m.
NER	Named-entity recognition	`batch_69b34fce710481909d90ed4a3d150fde`	completed	March 12, 2026, 11:44 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b5b79992a08190b614a89aa36cf674`	completed	March 14, 2026, 7:31 p.m.
NEDg	Description generation	`batch_69b5b820ba7481909fbe7685a353ef51`	completed	March 14, 2026, 7:33 p.m.
NED2	Entity disambiguation (via description)	`batch_69b5b881c80081909af084ff4b43b01e`	completed	March 14, 2026, 7:35 p.m.

Created at: March 12, 2026, 11:07 p.m.