Triple

T120601
Position Surface form Disambiguated ID Type / Status
Subject American Chemical Society E2436 entity
Predicate publishes P80 FINISHED
Object Environmental Science & Technology
Environmental Science & Technology is a leading peer-reviewed scientific journal focusing on research in environmental science, technology, and policy.
E13013 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: Environmental Science & Technology | Statement: [American Chemical Society, publishes, Environmental Science & Technology]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Environmental Science & Technology
Context triple: [American Chemical Society, publishes, Environmental Science & Technology]
  • A. Harvard Environmental Law Review
    Harvard Environmental Law Review is a leading student-edited legal journal that publishes scholarship on environmental and natural resources law and policy.
  • B. Geochemistry: Exploration, Environment, Analysis
    Geochemistry: Exploration, Environment, Analysis is a peer-reviewed scientific journal focusing on the application of geochemistry to mineral exploration, environmental studies, and analytical techniques.
  • C. Center for Global Change Science
    The Center for Global Change Science is an MIT research center that advances understanding of the Earth’s climate system and global environmental change through interdisciplinary science and modeling.
  • D. Institute of Environmental Studies and Research
    The Institute of Environmental Studies and Research is a specialized graduate and research center at Cairo University focused on environmental science, policy, and sustainable development in Egypt and the surrounding region.
  • E. School of Environment, Education and Development
    The School of Environment, Education and Development is an academic unit at the University of Manchester that focuses on interdisciplinary teaching and research in areas such as environmental studies, education, planning, and international development.
  • 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: Environmental Science & Technology
Triple: [American Chemical Society, publishes, Environmental Science & Technology]
Generated description
Environmental Science & Technology is a leading peer-reviewed scientific journal focusing on research in environmental science, technology, and policy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Environmental Science & Technology
Target entity description: Environmental Science & Technology is a leading peer-reviewed scientific journal focusing on research in environmental science, technology, and policy.
  • A. Harvard Environmental Law Review
    Harvard Environmental Law Review is a leading student-edited legal journal that publishes scholarship on environmental and natural resources law and policy.
  • B. Geochemistry: Exploration, Environment, Analysis
    Geochemistry: Exploration, Environment, Analysis is a peer-reviewed scientific journal focusing on the application of geochemistry to mineral exploration, environmental studies, and analytical techniques.
  • C. Center for Global Change Science
    The Center for Global Change Science is an MIT research center that advances understanding of the Earth’s climate system and global environmental change through interdisciplinary science and modeling.
  • D. Institute of Environmental Studies and Research
    The Institute of Environmental Studies and Research is a specialized graduate and research center at Cairo University focused on environmental science, policy, and sustainable development in Egypt and the surrounding region.
  • E. School of Environment, Education and Development
    The School of Environment, Education and Development is an academic unit at the University of Manchester that focuses on interdisciplinary teaching and research in areas such as environmental studies, education, planning, and international development.
  • 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_69a2506c5428819085c28a8884790e29 completed Feb. 28, 2026, 2:18 a.m.
NER Named-entity recognition batch_69a25715cfb881909ffb488f21a4a16d completed Feb. 28, 2026, 2:46 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2917de638819087f7c16d21963c63 completed Feb. 28, 2026, 6:55 a.m.
NEDg Description generation batch_69a295bbc23c81908194d6f4bea4fcd4 completed Feb. 28, 2026, 7:14 a.m.
NED2 Entity disambiguation (via description) batch_69a2968bffd881908147c66838776fef completed Feb. 28, 2026, 7:17 a.m.
Created at: Feb. 28, 2026, 2:24 a.m.