Triple

T8647122
Position Surface form Disambiguated ID Type / Status
Subject Frederic Clements E205003 entity
Predicate authorOf P4244 FINISHED
Object Research Methods in Ecology
Research Methods in Ecology is a foundational scientific work outlining systematic approaches and techniques for studying ecological communities and processes.
 E747798 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: Research Methods in Ecology | Statement: [Frederic Clements, authorOf, Research Methods in Ecology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Research Methods in Ecology
Context triple: [Frederic Clements, authorOf, Research Methods in Ecology]
  • A. Ecological Applications
    Ecological Applications is a peer-reviewed scientific journal that publishes research on the practical application of ecological science to environmental management and policy.
  • B. Remote Sensing in Ecology and Conservation
    Remote Sensing in Ecology and Conservation is a peer-reviewed scientific journal focusing on the application of remote sensing technologies to ecological research and biodiversity conservation.
  • C. Ecological Monographs
    Ecological Monographs is a peer-reviewed scientific journal that publishes comprehensive, in-depth research articles on all aspects of ecology.
  • D. theoretical ecology
    Theoretical ecology is a branch of ecology that uses mathematical models and abstract concepts to understand and predict the dynamics, interactions, and organization of ecological systems.
  • E. Ecology
    Ecology is a peer-reviewed scientific journal that publishes research on the interactions of organisms with each other and their environments.
  • 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: Research Methods in Ecology
Triple: [Frederic Clements, authorOf, Research Methods in Ecology]
Generated description
Research Methods in Ecology is a foundational scientific work outlining systematic approaches and techniques for studying ecological communities and processes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Research Methods in Ecology
Target entity description: Research Methods in Ecology is a foundational scientific work outlining systematic approaches and techniques for studying ecological communities and processes.
  • A. Ecological Applications
    Ecological Applications is a peer-reviewed scientific journal that publishes research on the practical application of ecological science to environmental management and policy.
  • B. Remote Sensing in Ecology and Conservation
    Remote Sensing in Ecology and Conservation is a peer-reviewed scientific journal focusing on the application of remote sensing technologies to ecological research and biodiversity conservation.
  • C. Ecological Monographs
    Ecological Monographs is a peer-reviewed scientific journal that publishes comprehensive, in-depth research articles on all aspects of ecology.
  • D. theoretical ecology
    Theoretical ecology is a branch of ecology that uses mathematical models and abstract concepts to understand and predict the dynamics, interactions, and organization of ecological systems.
  • E. Ecology
    Ecology is a peer-reviewed scientific journal that publishes research on the interactions of organisms with each other and their environments.
  • 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_69ca834e56848190abb0eeaec9dedd32 completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc48112b4881908901214f41b6bf71 completed March 31, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69cebc4883cc8190a6fb72005ca99512 completed April 2, 2026, 6:58 p.m.
NEDg Description generation batch_69cebd2cb2e481909a2862e79482c37a completed April 2, 2026, 7:02 p.m.
NED2 Entity disambiguation (via description) batch_69cebdd77b6c81908c35ee96dfe053d8 completed April 2, 2026, 7:04 p.m.
Created at: March 30, 2026, 6:29 p.m.