Triple

T959477
Position Surface form Disambiguated ID Type / Status
Subject Yale University E20701 entity
Predicate hasSchool P113 FINISHED
Object Yale School of the Environment
Yale School of the Environment is a graduate professional school at Yale University specializing in environmental science, policy, and management education and research.
 E113335 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: Yale School of the Environment | Statement: [Yale University, hasSchool, Yale School of the Environment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Yale School of the Environment
Context triple: [Yale University, hasSchool, Yale School of the Environment]
  • A. Nicholas School of the Environment
    The Nicholas School of the Environment is Duke University’s graduate and professional school dedicated to environmental science, policy, and management education and research.
  • B. Graduate School of Environmental Studies
    The Graduate School of Environmental Studies is a Tohoku University graduate institution focused on advanced research and education in environmental science, sustainability, and related interdisciplinary fields.
  • C. Doerr School of Sustainability
    The Doerr School of Sustainability is Stanford University's academic school dedicated to research and education on climate, environmental science, and sustainable solutions for the planet.
  • D. Odum School of Ecology
    The Odum School of Ecology is a specialized academic unit renowned for its research and education in ecology and environmental science.
  • E. Yale Graduate School of Arts and Sciences
    The Yale Graduate School of Arts and Sciences is Yale University's graduate division dedicated to advanced study and research across the humanities, social sciences, and natural sciences.
  • 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: Yale School of the Environment
Triple: [Yale University, hasSchool, Yale School of the Environment]
Generated description
Yale School of the Environment is a graduate professional school at Yale University specializing in environmental science, policy, and management education and research.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Yale School of the Environment
Target entity description: Yale School of the Environment is a graduate professional school at Yale University specializing in environmental science, policy, and management education and research.
  • A. Nicholas School of the Environment
    The Nicholas School of the Environment is Duke University’s graduate and professional school dedicated to environmental science, policy, and management education and research.
  • B. Graduate School of Environmental Studies
    The Graduate School of Environmental Studies is a Tohoku University graduate institution focused on advanced research and education in environmental science, sustainability, and related interdisciplinary fields.
  • C. Doerr School of Sustainability
    The Doerr School of Sustainability is Stanford University's academic school dedicated to research and education on climate, environmental science, and sustainable solutions for the planet.
  • D. Odum School of Ecology
    The Odum School of Ecology is a specialized academic unit renowned for its research and education in ecology and environmental science.
  • E. Yale Graduate School of Arts and Sciences
    The Yale Graduate School of Arts and Sciences is Yale University's graduate division dedicated to advanced study and research across the humanities, social sciences, and natural sciences.
  • 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_69a493b21f2881908132dcf45dcd2f36 completed March 1, 2026, 7:29 p.m.
NER Named-entity recognition batch_69a4b412f9f48190be123e8c20f38962 completed March 1, 2026, 9:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac11a212f08190ae2aad947226d09c completed March 7, 2026, 11:53 a.m.
NEDg Description generation batch_69ac131c23f08190bbdfba76728c8e9f completed March 7, 2026, 11:59 a.m.
NED2 Entity disambiguation (via description) batch_69ac139f1db48190968763d8ae34658d completed March 7, 2026, 12:01 p.m.
Created at: March 1, 2026, 7:40 p.m.