Triple

T5410578
Position Surface form Disambiguated ID Type / Status
Subject Nature E121001 entity
Predicate hasSisterJournal P4127 FINISHED
Object Nature Chemistry
Nature Chemistry is a high-impact, peer-reviewed scientific journal published by the Nature Publishing Group that focuses on significant advances across all areas of chemistry.
E517961 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 Chemistry | Statement: [Nature, hasSisterJournal, Nature Chemistry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nature Chemistry
Context triple: [Nature, hasSisterJournal, Nature Chemistry]
  • A. Chemical Reviews
    Chemical Reviews is a leading peer-reviewed scientific journal that publishes comprehensive and authoritative review articles covering all areas of chemistry.
  • B. ChemMedChem
    ChemMedChem is a peer-reviewed scientific journal focusing on medicinal chemistry and related interdisciplinary drug research.
  • C. Chemical & Engineering News
    Chemical & Engineering News is a weekly magazine and news outlet that covers research, industry, policy, and career developments in chemistry and related fields.
  • D. Chemistry
    Chemistry is the branch of science that studies the composition, structure, properties, and transformations of matter at the atomic and molecular levels.
  • E. ChemCatChem
    ChemCatChem is a peer-reviewed scientific journal focusing on catalysis research, including homogeneous, heterogeneous, and biocatalysis, published by Wiley-VCH.
  • 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 Chemistry
Triple: [Nature, hasSisterJournal, Nature Chemistry]
Generated description
Nature Chemistry is a high-impact, peer-reviewed scientific journal published by the Nature Publishing Group that focuses on significant advances across all areas of chemistry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nature Chemistry
Target entity description: Nature Chemistry is a high-impact, peer-reviewed scientific journal published by the Nature Publishing Group that focuses on significant advances across all areas of chemistry.
  • A. Chemical Reviews
    Chemical Reviews is a leading peer-reviewed scientific journal that publishes comprehensive and authoritative review articles covering all areas of chemistry.
  • B. ChemMedChem
    ChemMedChem is a peer-reviewed scientific journal focusing on medicinal chemistry and related interdisciplinary drug research.
  • C. Chemical & Engineering News
    Chemical & Engineering News is a weekly magazine and news outlet that covers research, industry, policy, and career developments in chemistry and related fields.
  • D. Chemistry
    Chemistry is the branch of science that studies the composition, structure, properties, and transformations of matter at the atomic and molecular levels.
  • E. ChemCatChem
    ChemCatChem is a peer-reviewed scientific journal focusing on catalysis research, including homogeneous, heterogeneous, and biocatalysis, published by Wiley-VCH.
  • 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_69bd463a41cc8190b32ff5af2b96ca93 completed March 20, 2026, 1:06 p.m.
NER Named-entity recognition batch_69bd87985ee0819092a9a5cd6a948138 completed March 20, 2026, 5:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69bf339e02dc8190bb2ca6e0a0ef4621 completed March 22, 2026, 12:11 a.m.
NEDg Description generation batch_69bf34b0e22c819091aefd30a5e5a13d completed March 22, 2026, 12:15 a.m.
NED2 Entity disambiguation (via description) batch_69bf35442cf481908053d3645e6e9968 completed March 22, 2026, 12:18 a.m.
Created at: March 20, 2026, 2:05 p.m.