Triple

T4424817
Position Surface form Disambiguated ID Type / Status
Subject arXiv E95183 entity
Predicate influenced P9 FINISHED
Object bioRxiv
bioRxiv is an online preprint repository for the biological sciences that allows researchers to share manuscripts publicly before formal peer review and journal publication.
 E437206 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: bioRxiv | Statement: [arXiv, influenced, bioRxiv]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: bioRxiv
Context triple: [arXiv, influenced, bioRxiv]
  • A. arXiv
    arXiv is an open-access repository of electronic preprints in fields such as physics, mathematics, computer science, and related disciplines, widely used by researchers to share and access scientific papers before formal peer-reviewed publication.
  • B. mSphere
    mSphere is a peer-reviewed open-access scientific journal focusing on cutting-edge research in microbiology and related fields.
  • C. The Winnower
    The Winnower is an 1848 realist painting by Jean-François Millet depicting a solitary peasant laborer winnowing grain, emblematic of his focus on rural working-class life.
  • D. 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.
  • E. mBio
    mBio is a peer-reviewed open-access scientific journal focusing on cutting-edge research in microbiology and related fields.
  • 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: bioRxiv
Triple: [arXiv, influenced, bioRxiv]
Generated description
bioRxiv is an online preprint repository for the biological sciences that allows researchers to share manuscripts publicly before formal peer review and journal publication.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: bioRxiv
Target entity description: bioRxiv is an online preprint repository for the biological sciences that allows researchers to share manuscripts publicly before formal peer review and journal publication.
  • A. arXiv
    arXiv is an open-access repository of electronic preprints in fields such as physics, mathematics, computer science, and related disciplines, widely used by researchers to share and access scientific papers before formal peer-reviewed publication.
  • B. mSphere
    mSphere is a peer-reviewed open-access scientific journal focusing on cutting-edge research in microbiology and related fields.
  • C. The Winnower
    The Winnower is an 1848 realist painting by Jean-François Millet depicting a solitary peasant laborer winnowing grain, emblematic of his focus on rural working-class life.
  • D. 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.
  • E. mBio
    mBio is a peer-reviewed open-access scientific journal focusing on cutting-edge research in microbiology and related fields.
  • 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_69b3453c2a0c8190926b574c90766db9 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3554ca5208190ba2661616dcf071c completed March 13, 2026, 12:07 a.m.
NED1 Entity disambiguation (via context triple) batch_69b5f62f7eb88190a02669845126e790 completed March 14, 2026, 11:58 p.m.
NEDg Description generation batch_69b5f6c8a58481908d7bd3d4cfaf265c completed March 15, 2026, 12:01 a.m.
NED2 Entity disambiguation (via description) batch_69b5f73f38d481908ad44dfd33de85ca completed March 15, 2026, 12:03 a.m.
Created at: March 12, 2026, 11:30 p.m.