Triple

T5817825
Position Surface form Disambiguated ID Type / Status
Subject Nature Publishing Group E129029 entity
Predicate notableWork P4 FINISHED
Object Nature Materials
Nature Materials is a leading peer-reviewed scientific journal focusing on cutting-edge research in materials science and related interdisciplinary fields.
 E548095 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: Nature Materials | Statement: [Nature Publishing Group, notableWork, Nature Materials]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nature Materials
Context triple: [Nature Publishing Group, notableWork, Nature Materials]
  • A. Nature Physics
    Nature Physics is a high-impact, peer-reviewed scientific journal publishing cutting-edge research across all areas of physics.
  • B. NatMatSci
    NatMatSci is a specialist sixth form college in the UK focused on advanced education in mathematics and science for high-achieving students.
  • C. Advanced Materials
    Advanced Materials is a leading peer-reviewed scientific journal that publishes cutting-edge research on materials science, including nanotechnology, biomaterials, and electronic materials.
  • D. Nature Communications
    Nature Communications is a high-impact, open-access, multidisciplinary scientific journal publishing research across the natural sciences.
  • E. AVS Science and Technology of Materials, Interfaces, and Processing
    AVS Science and Technology of Materials, Interfaces, and Processing is a professional society focused on advancing the science and technology of materials, surfaces, interfaces, and related processing techniques.
  • 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: Nature Materials
Triple: [Nature Publishing Group, notableWork, Nature Materials]
Generated description
Nature Materials is a leading peer-reviewed scientific journal focusing on cutting-edge research in materials science and related interdisciplinary fields.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nature Materials
Target entity description: Nature Materials is a leading peer-reviewed scientific journal focusing on cutting-edge research in materials science and related interdisciplinary fields.
  • A. Nature Physics
    Nature Physics is a high-impact, peer-reviewed scientific journal publishing cutting-edge research across all areas of physics.
  • B. NatMatSci
    NatMatSci is a specialist sixth form college in the UK focused on advanced education in mathematics and science for high-achieving students.
  • C. Advanced Materials
    Advanced Materials is a leading peer-reviewed scientific journal that publishes cutting-edge research on materials science, including nanotechnology, biomaterials, and electronic materials.
  • D. Nature Communications
    Nature Communications is a high-impact, open-access, multidisciplinary scientific journal publishing research across the natural sciences.
  • E. AVS Science and Technology of Materials, Interfaces, and Processing
    AVS Science and Technology of Materials, Interfaces, and Processing is a professional society focused on advancing the science and technology of materials, surfaces, interfaces, and related processing techniques.
  • 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_69c0084869e881908d7859492183ca7b completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c033e36cbc81908f1ef1a1a310674c completed March 22, 2026, 6:24 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0985399488190bcab9702e3b88539 completed March 23, 2026, 1:33 a.m.
NEDg Description generation batch_69c0990d00e88190b9f2b34a8cedda3a completed March 23, 2026, 1:36 a.m.
NED2 Entity disambiguation (via description) batch_69c099770ca88190a91815ec055f6df8 completed March 23, 2026, 1:37 a.m.
Created at: March 22, 2026, 3:53 p.m.