Triple

T10928889
Position Surface form Disambiguated ID Type / Status
Subject Tatoosh Island E258145 entity
Predicate hasNotableResearcherAssociated P21690 FINISHED
Object Robert T. Paine
Robert T. Paine was an American ecologist best known for pioneering the concept of keystone species and demonstrating the profound impact of top predators on ecosystem structure.
E893609 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: Robert T. Paine | Statement: [Tatoosh Island, hasNotableResearcherAssociated, Robert T. Paine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Robert T. Paine
Context triple: [Tatoosh Island, hasNotableResearcherAssociated, Robert T. Paine]
  • A. Robert H. MacArthur
    Robert H. MacArthur was a pioneering American ecologist best known for his foundational work in community ecology and the theory of island biogeography.
  • B. G. Evelyn Hutchinson
    G. Evelyn Hutchinson was a pioneering 20th-century ecologist often called the "father of modern ecology" for his influential work on ecological niches, limnology, and the theoretical foundations of population and community ecology.
  • C. Stephen Hubbell
    Stephen Hubbell is an American ecologist best known for developing the Unified Neutral Theory of Biodiversity and Biogeography, which offers a novel explanation for species diversity patterns in ecological communities.
  • D. Eric R. Pianka
    Eric R. Pianka is an American evolutionary ecologist and herpetologist renowned for his influential work on lizard ecology, biodiversity, and theoretical ecology.
  • E. Victor E. Shelford
    Victor E. Shelford was an American ecologist and pioneer in animal ecology who helped establish ecology as a scientific discipline in the United States.
  • 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: Robert T. Paine
Triple: [Tatoosh Island, hasNotableResearcherAssociated, Robert T. Paine]
Generated description
Robert T. Paine was an American ecologist best known for pioneering the concept of keystone species and demonstrating the profound impact of top predators on ecosystem structure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Robert T. Paine
Target entity description: Robert T. Paine was an American ecologist best known for pioneering the concept of keystone species and demonstrating the profound impact of top predators on ecosystem structure.
  • A. Robert H. MacArthur
    Robert H. MacArthur was a pioneering American ecologist best known for his foundational work in community ecology and the theory of island biogeography.
  • B. G. Evelyn Hutchinson
    G. Evelyn Hutchinson was a pioneering 20th-century ecologist often called the "father of modern ecology" for his influential work on ecological niches, limnology, and the theoretical foundations of population and community ecology.
  • C. Stephen Hubbell
    Stephen Hubbell is an American ecologist best known for developing the Unified Neutral Theory of Biodiversity and Biogeography, which offers a novel explanation for species diversity patterns in ecological communities.
  • D. Eric R. Pianka
    Eric R. Pianka is an American evolutionary ecologist and herpetologist renowned for his influential work on lizard ecology, biodiversity, and theoretical ecology.
  • E. Victor E. Shelford
    Victor E. Shelford was an American ecologist and pioneer in animal ecology who helped establish ecology as a scientific discipline in the United States.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasNotableResearcherAssociated
Context triple: [Tatoosh Island, hasNotableResearcherAssociated, Robert T. Paine]
  • A. hasNotableResearchOutput
    Indicates that an entity is associated with significant, recognized, or influential research results or publications.
  • B. hasResearcher
    Indicates that an entity is associated with or linked to a specific researcher responsible for work, study, or investigation related to it.
  • C. hasNotableScholar chosen
    Indicates that an entity is associated with a scholar who is recognized as particularly distinguished or influential in relation to that entity.
  • D. hasKeyResearcher
    Indicates that an entity is associated with a primary or leading researcher responsible for key research activities related to it.
  • E. researchUser
    Indicates that an entity conducts research on, studies, or investigates a particular user.
  • F. None of above.

Provenance (6 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_69d6aa864ed88190818280ab6791d065 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7709eb0ec819093f7d3f99097bbe4 completed April 9, 2026, 9:25 a.m.
NED1 Entity disambiguation (via context triple) batch_69e217475344819088b44b6efb2df1c8 completed April 17, 2026, 11:19 a.m.
NEDg Description generation batch_69e21d8aea2881908ac8f5225b8739c5 completed April 17, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_69e21eb18a1881908ded331db89063ed completed April 17, 2026, 11:51 a.m.
PD Predicate disambiguation batch_69d72e799f808190b6ab64fc7586a303 completed April 9, 2026, 4:43 a.m.
Created at: April 8, 2026, 9:22 p.m.