Triple

T5817827
Position Surface form Disambiguated ID Type / Status
Subject Nature Publishing Group E129029 entity
Predicate notableWork P4 FINISHED
Object Scientific Reports
Scientific Reports is an open-access, peer-reviewed scientific journal covering a broad range of natural and clinical sciences, published by Nature Portfolio.
 E548096 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: Scientific Reports | Statement: [Nature Publishing Group, notableWork, Scientific Reports]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Scientific Reports
Context triple: [Nature Publishing Group, notableWork, Scientific Reports]
  • A. Nature Communications
    Nature Communications is a high-impact, open-access, multidisciplinary scientific journal publishing research across the natural sciences.
  • B. Science (journal)
    Science is a leading peer‑reviewed academic journal that publishes cutting-edge research across all scientific disciplines.
  • C. Science Advances
    Science Advances is a peer-reviewed, open-access multidisciplinary scientific journal that publishes cutting-edge research across a wide range of scientific fields.
  • D. Royal Society Open Science
    Royal Society Open Science is a peer-reviewed, open-access scientific journal published by the Royal Society that covers a broad range of scientific disciplines.
  • E. Journal Open Biology
    Journal Open Biology is a peer-reviewed open-access scientific journal published by the Royal Society that focuses on research in cellular and molecular biology and related life 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: Scientific Reports
Triple: [Nature Publishing Group, notableWork, Scientific Reports]
Generated description
Scientific Reports is an open-access, peer-reviewed scientific journal covering a broad range of natural and clinical sciences, published by Nature Portfolio.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Scientific Reports
Target entity description: Scientific Reports is an open-access, peer-reviewed scientific journal covering a broad range of natural and clinical sciences, published by Nature Portfolio.
  • A. Nature Communications
    Nature Communications is a high-impact, open-access, multidisciplinary scientific journal publishing research across the natural sciences.
  • B. Science (journal)
    Science is a leading peer‑reviewed academic journal that publishes cutting-edge research across all scientific disciplines.
  • C. Science Advances
    Science Advances is a peer-reviewed, open-access multidisciplinary scientific journal that publishes cutting-edge research across a wide range of scientific fields.
  • D. Royal Society Open Science
    Royal Society Open Science is a peer-reviewed, open-access scientific journal published by the Royal Society that covers a broad range of scientific disciplines.
  • E. Journal Open Biology
    Journal Open Biology is a peer-reviewed open-access scientific journal published by the Royal Society that focuses on research in cellular and molecular biology and related life 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_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.