Triple

T2277308
Position Surface form Disambiguated ID Type / Status
Subject Benioff E51200 entity
Predicate usedBy P260 FINISHED
Object Hugo Benioff
Hugo Benioff was an American seismologist and physicist best known for his work on deep-focus earthquakes and the identification of what are now called Benioff zones in subduction regions.
E250992 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: Hugo Benioff | Statement: [Benioff, usedBy, Hugo Benioff]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Hugo Benioff
Context triple: [Benioff, usedBy, Hugo Benioff]
  • A. J. Tuzo Wilson
    J. Tuzo Wilson was a pioneering Canadian geophysicist whose work on plate tectonics and transform faults fundamentally reshaped modern understanding of Earth's dynamic crust.
  • B. Michael P. Brenner
    Michael P. Brenner is an American applied mathematician and physicist known for his influential work in fluid dynamics and complex systems.
  • C. Harry Hammond Hess
    Harry Hammond Hess was an American geologist and Navy officer whose work on seafloor spreading helped establish the theory of plate tectonics.
  • D. David Alan Stevenson
    David Alan Stevenson was a prominent Scottish civil engineer and lighthouse designer from the famous Stevenson family, responsible for many lighthouses around the Scottish coast in the late 19th and early 20th centuries.
  • E. Lars Tharp
    Lars Tharp is a Danish-born British art historian, ceramics expert, and broadcaster best known for his long-standing role as an expert on the BBC television program "Antiques Roadshow."
  • 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: Hugo Benioff
Triple: [Benioff, usedBy, Hugo Benioff]
Generated description
Hugo Benioff was an American seismologist and physicist best known for his work on deep-focus earthquakes and the identification of what are now called Benioff zones in subduction regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Hugo Benioff
Target entity description: Hugo Benioff was an American seismologist and physicist best known for his work on deep-focus earthquakes and the identification of what are now called Benioff zones in subduction regions.
  • A. J. Tuzo Wilson
    J. Tuzo Wilson was a pioneering Canadian geophysicist whose work on plate tectonics and transform faults fundamentally reshaped modern understanding of Earth's dynamic crust.
  • B. Michael P. Brenner
    Michael P. Brenner is an American applied mathematician and physicist known for his influential work in fluid dynamics and complex systems.
  • C. Harry Hammond Hess
    Harry Hammond Hess was an American geologist and Navy officer whose work on seafloor spreading helped establish the theory of plate tectonics.
  • D. David Alan Stevenson
    David Alan Stevenson was a prominent Scottish civil engineer and lighthouse designer from the famous Stevenson family, responsible for many lighthouses around the Scottish coast in the late 19th and early 20th centuries.
  • E. Lars Tharp
    Lars Tharp is a Danish-born British art historian, ceramics expert, and broadcaster best known for his long-standing role as an expert on the BBC television program "Antiques Roadshow."
  • 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_69a88b08e4308190bdac9aebcca1c91a completed March 4, 2026, 7:42 p.m.
NER Named-entity recognition batch_69abc1ee22988190b7fa28b0b62e8668 completed March 7, 2026, 6:13 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71e2a17081908539717619ad7187 completed March 9, 2026, 7:08 a.m.
NEDg Description generation batch_69ae75ba1a988190ba59d3ce5e5c39a8 completed March 9, 2026, 7:24 a.m.
NED2 Entity disambiguation (via description) batch_69ae76246f6c81909a15262d2c4ea975 completed March 9, 2026, 7:26 a.m.
Created at: March 4, 2026, 7:48 p.m.