Triple

T21026744
Position Surface form Disambiguated ID Type / Status
Subject Nature Communications E517959 entity
Predicate publisherImprint P2763 FINISHED
Object Nature Research
Nature Research is a prominent scientific publishing division of Springer Nature, known for producing high-impact journals across a wide range of scientific disciplines, including the flagship journal Nature.
 E1463460 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 Research | Statement: [Nature Communications, publisherImprint, Nature Research]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Nature Research
Context triple: [Nature Communications, publisherImprint, Nature Research]
  • A. Scientific Research
    Scientific Research is a philosophical work by Mario Bunge that systematically analyzes the logic, methodology, and structure of scientific inquiry.
  • B. Natural and Applied Sciences
    Natural and Applied Sciences is an academic division at Hope College that encompasses scientific and technical disciplines focused on understanding natural phenomena and applying scientific principles to real-world problems.
  • C. Science and Technology
    Science and Technology is a scholarly publication focused on research, analysis, and commentary at the intersection of scientific innovation and technological development.
  • D. Nature Communications
    Nature Communications is a high-impact, open-access, multidisciplinary scientific journal publishing research across the natural sciences.
  • E. International Science and Technology
    International Science and Technology was a mid-20th-century popular science magazine that published influential articles on emerging fields such as computing and communication technology.
  • 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 Research
Triple: [Nature Communications, publisherImprint, Nature Research]
Generated description
Nature Research is a prominent scientific publishing division of Springer Nature, known for producing high-impact journals across a wide range of scientific disciplines, including the flagship journal Nature.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Nature Research
Target entity description: Nature Research is a prominent scientific publishing division of Springer Nature, known for producing high-impact journals across a wide range of scientific disciplines, including the flagship journal Nature.
  • A. Scientific Research
    Scientific Research is a philosophical work by Mario Bunge that systematically analyzes the logic, methodology, and structure of scientific inquiry.
  • B. Natural and Applied Sciences
    Natural and Applied Sciences is an academic division at Hope College that encompasses scientific and technical disciplines focused on understanding natural phenomena and applying scientific principles to real-world problems.
  • C. Science and Technology
    Science and Technology is a scholarly publication focused on research, analysis, and commentary at the intersection of scientific innovation and technological development.
  • D. Nature Communications
    Nature Communications is a high-impact, open-access, multidisciplinary scientific journal publishing research across the natural sciences.
  • E. International Science and Technology
    International Science and Technology was a mid-20th-century popular science magazine that published influential articles on emerging fields such as computing and communication technology.
  • 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_69e0b503275c8190afd9a163f997c709 completed April 16, 2026, 10:08 a.m.
NER Named-entity recognition batch_69e6fc7d93908190a2c29a4051fb5acc completed April 21, 2026, 4:26 a.m.
NED1 Entity disambiguation (via context triple) batch_6a094743553c81908a029cdfe9376bbd completed May 17, 2026, 4:42 a.m.
NEDg Description generation batch_6a0947d293588190a235ff9713b7630f completed May 17, 2026, 4:45 a.m.
NED2 Entity disambiguation (via description) batch_6a0948839fd481909a68a1e7105d9b72 completed May 17, 2026, 4:48 a.m.
Created at: April 16, 2026, 1:55 p.m.