Triple

T1902669
Position Surface form Disambiguated ID Type / Status
Subject ESA E37726 entity
Predicate publishes P80 FINISHED
Object Ecology
Ecology is a peer-reviewed scientific journal that publishes research on the interactions of organisms with each other and their environments.
 E212559 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: Ecology | Statement: [ESA, publishes, Ecology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ecology
Context triple: [ESA, publishes, Ecology]
  • A. Ecology
    Ecology is the Washington State government agency responsible for environmental protection, regulation, and natural resource management.
  • B. Ecology, Community and Lifestyle
    Ecology, Community and Lifestyle is a foundational philosophical work by Arne Næss that articulates the principles of deep ecology and explores how ecological thinking can transform human communities and ways of living.
  • C. 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.
  • D. Ecology and Conservation Biology category
    The Ecology and Conservation Biology category is a division of the BBVA Foundation Frontiers of Knowledge Awards that honors outstanding scientific contributions to understanding ecosystems and protecting biodiversity.
  • E. Geographical Ecology
    Geographical Ecology is a seminal work in ecology that explores large-scale patterns of species distribution, diversity, and extinction across geographic gradients.
  • 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: Ecology
Triple: [ESA, publishes, Ecology]
Generated description
Ecology is a peer-reviewed scientific journal that publishes research on the interactions of organisms with each other and their environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ecology
Target entity description: Ecology is a peer-reviewed scientific journal that publishes research on the interactions of organisms with each other and their environments.
  • A. Ecology
    Ecology is the Washington State government agency responsible for environmental protection, regulation, and natural resource management.
  • B. Ecology, Community and Lifestyle
    Ecology, Community and Lifestyle is a foundational philosophical work by Arne Næss that articulates the principles of deep ecology and explores how ecological thinking can transform human communities and ways of living.
  • C. 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.
  • D. Ecology and Conservation Biology category
    The Ecology and Conservation Biology category is a division of the BBVA Foundation Frontiers of Knowledge Awards that honors outstanding scientific contributions to understanding ecosystems and protecting biodiversity.
  • E. Geographical Ecology
    Geographical Ecology is a seminal work in ecology that explores large-scale patterns of species distribution, diversity, and extinction across geographic gradients.
  • 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_69a8861be7148190a680937ec451a304 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb18f10e48190b2f8c64c42cc55f3 completed March 7, 2026, 5:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69adeaf768888190885ffa1632537445 completed March 8, 2026, 9:32 p.m.
NEDg Description generation batch_69adeb8b3d2c8190b13c03ce944f436a completed March 8, 2026, 9:35 p.m.
NED2 Entity disambiguation (via description) batch_69adec123cc481908e55dfbe4f4da095 completed March 8, 2026, 9:37 p.m.
Created at: March 4, 2026, 7:35 p.m.