Triple

T4094182
Position Surface form Disambiguated ID Type / Status
Subject Springer E87773 entity
Predicate brand P1500 FINISHED
Object Springer Nature Experiments
Springer Nature Experiments is an online platform by Springer Nature that provides curated, searchable experimental protocols and methods for researchers in the life and physical sciences.
 E413439 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: Springer Nature Experiments | Statement: [Springer, brand, Springer Nature Experiments]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Springer Nature Experiments
Context triple: [Springer, brand, Springer Nature Experiments]
  • A. ScienceDirect
    ScienceDirect is a leading full-text scientific database providing access to a large collection of peer-reviewed journals and books across numerous disciplines.
  • B. 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.
  • C. Nature Lab
    Nature Lab is a hands-on natural science and materials resource center at the Rhode Island School of Design that provides students with access to biological specimens, tools, and interdisciplinary learning about the natural world.
  • D. Wiley Online Library
    Wiley Online Library is a major digital platform providing access to a wide range of scholarly journals, books, and reference works across numerous academic disciplines.
  • E. Nature Publishing Group
    Nature Publishing Group is a major scientific publishing company best known for producing the prestigious journal Nature and other high-impact research publications across the natural 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: Springer Nature Experiments
Triple: [Springer, brand, Springer Nature Experiments]
Generated description
Springer Nature Experiments is an online platform by Springer Nature that provides curated, searchable experimental protocols and methods for researchers in the life and physical sciences.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Springer Nature Experiments
Target entity description: Springer Nature Experiments is an online platform by Springer Nature that provides curated, searchable experimental protocols and methods for researchers in the life and physical sciences.
  • A. ScienceDirect
    ScienceDirect is a leading full-text scientific database providing access to a large collection of peer-reviewed journals and books across numerous disciplines.
  • B. 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.
  • C. Nature Lab
    Nature Lab is a hands-on natural science and materials resource center at the Rhode Island School of Design that provides students with access to biological specimens, tools, and interdisciplinary learning about the natural world.
  • D. Wiley Online Library
    Wiley Online Library is a major digital platform providing access to a wide range of scholarly journals, books, and reference works across numerous academic disciplines.
  • E. Nature Publishing Group
    Nature Publishing Group is a major scientific publishing company best known for producing the prestigious journal Nature and other high-impact research publications across the natural 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_69aed94425148190be337845d56fac22 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefcdc1ce08190922f55f812b0fda3 completed March 9, 2026, 5:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69b56b6f8bb081908aa2d126fe3c9502 completed March 14, 2026, 2:06 p.m.
NEDg Description generation batch_69b56f3cf1d081908e2fb778433fb2e8 completed March 14, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_69b56f99d490819093f92b4db63c5375 completed March 14, 2026, 2:24 p.m.
Created at: March 9, 2026, 3:40 p.m.