Triple

T308401
Position Surface form Disambiguated ID Type / Status
Subject Isaac Asimov E6350 entity
Predicate usedPseudonym P3799 FINISHED
Object Paul French
Paul French is a pseudonym used by science fiction author Isaac Asimov, notably for his juvenile "Lucky Starr" space adventure series.
E90758 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: Paul French | Statement: [Isaac Asimov, usedPseudonym, Paul French]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Paul French
Context triple: [Isaac Asimov, usedPseudonym, Paul French]
  • A. Charles Meneveau
    Charles Meneveau is a prominent mechanical engineer and physicist known for his influential research in turbulence and fluid dynamics, particularly in large-eddy simulation and multiscale modeling.
  • B. Henry Moret
    Henry Moret was a French Post-Impressionist painter best known for his vibrant coastal landscapes of Brittany and his association with the Pont-Aven artistic circle.
  • C. Robert Cailliau
    Robert Cailliau is a Belgian computer scientist best known for co-developing the World Wide Web alongside Tim Berners-Lee at CERN.
  • D. Geoff Petrie
    Geoff Petrie is a former American professional basketball guard best known as an early star for the Portland Trail Blazers and later a longtime NBA executive.
  • E. Eric Villency
    Eric Villency is an American businessman and interior designer, known as the CEO of the design firm Villency Design Group and for his past marriage to television personality Kimberly Guilfoyle.
  • 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: Paul French
Triple: [Isaac Asimov, usedPseudonym, Paul French]
Generated description
Paul French is a pseudonym used by science fiction author Isaac Asimov, notably for his juvenile "Lucky Starr" space adventure series.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Paul French
Target entity description: Paul French is a pseudonym used by science fiction author Isaac Asimov, notably for his juvenile "Lucky Starr" space adventure series.
  • A. Charles Meneveau
    Charles Meneveau is a prominent mechanical engineer and physicist known for his influential research in turbulence and fluid dynamics, particularly in large-eddy simulation and multiscale modeling.
  • B. Henry Moret
    Henry Moret was a French Post-Impressionist painter best known for his vibrant coastal landscapes of Brittany and his association with the Pont-Aven artistic circle.
  • C. Robert Cailliau
    Robert Cailliau is a Belgian computer scientist best known for co-developing the World Wide Web alongside Tim Berners-Lee at CERN.
  • D. Geoff Petrie
    Geoff Petrie is a former American professional basketball guard best known as an early star for the Portland Trail Blazers and later a longtime NBA executive.
  • E. Eric Villency
    Eric Villency is an American businessman and interior designer, known as the CEO of the design firm Villency Design Group and for his past marriage to television personality Kimberly Guilfoyle.
  • 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_69a2e79230508190b912ecb555aae17e completed Feb. 28, 2026, 1:03 p.m.
NER Named-entity recognition batch_69a2ea3289608190a36c20a47761c6e4 completed Feb. 28, 2026, 1:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69a66660d36481909b938cf569337df9 completed March 3, 2026, 4:41 a.m.
NEDg Description generation batch_69a666f5d80481908363e622337db227 completed March 3, 2026, 4:43 a.m.
NED2 Entity disambiguation (via description) batch_69a66748ce7c81908d1cbc6e8767a368 completed March 3, 2026, 4:44 a.m.
Created at: Feb. 28, 2026, 1:06 p.m.