Triple

T216138
Position Surface form Disambiguated ID Type / Status
Subject Last Chance to See E4108 entity
Predicate illustrator P9707 FINISHED
Object Yann Arthus-Bertrand
Yann Arthus-Bertrand is a French photographer, filmmaker, and environmentalist best known for his aerial photography and ecological documentaries such as "Home."
E28157 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: Yann Arthus-Bertrand | Statement: [Last Chance to See, illustrator, Yann Arthus-Bertrand]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Yann Arthus-Bertrand
Context triple: [Last Chance to See, illustrator, Yann Arthus-Bertrand]
  • A. Mark Carwardine
    Mark Carwardine is a British zoologist, conservationist, and wildlife photographer best known for his popular wildlife books and documentaries, including collaborations with Douglas Adams.
  • B. Hugo van Lawick
    Hugo van Lawick was a Dutch wildlife filmmaker and photographer renowned for documenting African wildlife and extensively filming Jane Goodall’s chimpanzee research in Gombe.
  • C. Jacques Piccard
    Jacques Piccard was a Swiss oceanographer and engineer best known for co-piloting the bathyscaphe Trieste on the historic first crewed descent to the bottom of the Mariana Trench in 1960.
  • D. René Thomas
    René Thomas was a Belgian biophysicist and geneticist known for pioneering work in the logical modeling of gene regulatory networks and dynamical systems in biology.
  • E. Robert Cailliau
    Robert Cailliau is a Belgian computer scientist best known for co-developing the World Wide Web alongside Tim Berners-Lee at CERN.
  • 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: Yann Arthus-Bertrand
Triple: [Last Chance to See, illustrator, Yann Arthus-Bertrand]
Generated description
Yann Arthus-Bertrand is a French photographer, filmmaker, and environmentalist best known for his aerial photography and ecological documentaries such as "Home."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Yann Arthus-Bertrand
Target entity description: Yann Arthus-Bertrand is a French photographer, filmmaker, and environmentalist best known for his aerial photography and ecological documentaries such as "Home."
  • A. Mark Carwardine
    Mark Carwardine is a British zoologist, conservationist, and wildlife photographer best known for his popular wildlife books and documentaries, including collaborations with Douglas Adams.
  • B. Hugo van Lawick
    Hugo van Lawick was a Dutch wildlife filmmaker and photographer renowned for documenting African wildlife and extensively filming Jane Goodall’s chimpanzee research in Gombe.
  • C. Jacques Piccard
    Jacques Piccard was a Swiss oceanographer and engineer best known for co-piloting the bathyscaphe Trieste on the historic first crewed descent to the bottom of the Mariana Trench in 1960.
  • D. René Thomas
    René Thomas was a Belgian biophysicist and geneticist known for pioneering work in the logical modeling of gene regulatory networks and dynamical systems in biology.
  • E. Robert Cailliau
    Robert Cailliau is a Belgian computer scientist best known for co-developing the World Wide Web alongside Tim Berners-Lee at CERN.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: illustrator
Context triple: [Last Chance to See, illustrator, Yann Arthus-Bertrand]
  • A. coCreatedWith
    Indicates that an entity participated jointly with another entity in the creation or production of something.
  • B. animationStudio
    Indicates that one entity is an animation studio responsible for creating, producing, or animating the other entity.
  • C. designUse
    Indicates that one entity is used as a design basis, purpose, or intended functional use for another entity.
  • D. artForm
    Indicates the type or category of artistic expression that characterizes or defines something (e.g., painting, music, dance).
  • E. artDirectionBy
    Indicates that the visual and stylistic design of a work is overseen or created by a specified art director.
  • F. None of above. chosen

Provenance (7 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_69a2573508588190b522c2476d91acfe completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25dcd2b208190855d5d8d70a3acfc completed Feb. 28, 2026, 3:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69a34766506c8190a4c661410e0d8b33 completed Feb. 28, 2026, 7:52 p.m.
NEDg Description generation batch_69a34c38fc2881908afe5d3ef34db98e completed Feb. 28, 2026, 8:12 p.m.
NED2 Entity disambiguation (via description) batch_69a34ca4faec8190bd09fa0e87fe0bd5 completed Feb. 28, 2026, 8:14 p.m.
PD Predicate disambiguation batch_69a25b52190481908f299d26122bafd2 completed Feb. 28, 2026, 3:04 a.m.
PDg Predicate description generation batch_69a25dcba5148190ab80fd14c7cf4bb4 completed Feb. 28, 2026, 3:15 a.m.
Created at: Feb. 28, 2026, 2:53 a.m.