Triple

T8656233
Position Surface form Disambiguated ID Type / Status
Subject Christopher Scholz E205423 entity
Predicate notableWork P4 FINISHED
Object Scaling laws for earthquakes
"Scaling laws for earthquakes" is a seminal work in seismology that analyzes how earthquake properties such as magnitude, rupture area, and energy release systematically relate to one another across different scales.
E748705 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: Scaling laws for earthquakes | Statement: [Christopher Scholz, notableWork, Scaling laws for earthquakes]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Scaling laws for earthquakes
Context triple: [Christopher Scholz, notableWork, Scaling laws for earthquakes]
  • A. Gutenberg–Richter law
    The Gutenberg–Richter law is an empirical relationship in seismology that expresses how the frequency of earthquakes decreases exponentially with increasing magnitude.
  • B. Elementary Seismology
    "Elementary Seismology" is a foundational textbook on the principles and methods of studying earthquakes and seismic waves, authored by pioneering seismologist Charles Francis Richter.
  • C. 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.
  • D. California Coast Ranges seismicity
    California Coast Ranges seismicity refers to the pattern and history of earthquakes occurring along the coastal mountain ranges of California, shaped by complex interactions of the Pacific and North American tectonic plates.
  • E. moment magnitude scale
    The moment magnitude scale is a modern logarithmic measure of earthquake size that estimates the total energy released, providing more accurate and consistent results than older magnitude scales for large events.
  • 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: Scaling laws for earthquakes
Triple: [Christopher Scholz, notableWork, Scaling laws for earthquakes]
Generated description
"Scaling laws for earthquakes" is a seminal work in seismology that analyzes how earthquake properties such as magnitude, rupture area, and energy release systematically relate to one another across different scales.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Scaling laws for earthquakes
Target entity description: "Scaling laws for earthquakes" is a seminal work in seismology that analyzes how earthquake properties such as magnitude, rupture area, and energy release systematically relate to one another across different scales.
  • A. Gutenberg–Richter law
    The Gutenberg–Richter law is an empirical relationship in seismology that expresses how the frequency of earthquakes decreases exponentially with increasing magnitude.
  • B. Elementary Seismology
    "Elementary Seismology" is a foundational textbook on the principles and methods of studying earthquakes and seismic waves, authored by pioneering seismologist Charles Francis Richter.
  • C. 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.
  • D. California Coast Ranges seismicity
    California Coast Ranges seismicity refers to the pattern and history of earthquakes occurring along the coastal mountain ranges of California, shaped by complex interactions of the Pacific and North American tectonic plates.
  • E. moment magnitude scale
    The moment magnitude scale is a modern logarithmic measure of earthquake size that estimates the total energy released, providing more accurate and consistent results than older magnitude scales for large events.
  • 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_69ca8350897c819086cde7596fbe5fe7 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc484569788190aa41395854684e6f completed March 31, 2026, 10:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69cecce40c248190b4f2b21a1ecde80b completed April 2, 2026, 8:09 p.m.
NEDg Description generation batch_69cece8c4bdc8190988990c675f50f86 completed April 2, 2026, 8:16 p.m.
NED2 Entity disambiguation (via description) batch_69cecf3a0e78819082cc7c43eceae309 completed April 2, 2026, 8:19 p.m.
Created at: March 30, 2026, 6:30 p.m.