Triple

T4021160
Position Surface form Disambiguated ID Type / Status
Subject Elsevier E91281 entity
Predicate notableWork P4 FINISHED
Object Current Opinion series
The Current Opinion series is a collection of peer-reviewed scientific journals that publish short, authoritative review articles across a wide range of research disciplines.
 E407009 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: Current Opinion series | Statement: [Elsevier, notableWork, Current Opinion series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Current Opinion series
Context triple: [Elsevier, notableWork, Current Opinion series]
  • A. Current Contents
    Current Contents was a multidisciplinary current-awareness service and indexing publication that provided researchers with rapid access to the tables of contents of newly published scholarly journals across many fields.
  • B. Clinical Practices of the University of Pennsylvania
    Clinical Practices of the University of Pennsylvania is the faculty practice plan and outpatient clinical arm of Penn Medicine, providing patient care across a wide range of specialties in collaboration with the University of Pennsylvania’s health system.
  • C. Advance Publications
    Advance Publications is a major American media conglomerate that owns a wide range of newspapers, magazines, digital media companies, and stakes in technology platforms.
  • D. Columns and Commentary
    Columns and Commentary is a category in the National Magazine Awards that honors excellence in opinion writing and regular column-based journalism.
  • E. Multidisciplinary Expert Panel
    The Multidisciplinary Expert Panel is a high-level scientific body that advises the Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services (IPBES) by providing expert guidance on biodiversity and ecosystem services to inform global policy decisions.
  • 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: Current Opinion series
Triple: [Elsevier, notableWork, Current Opinion series]
Generated description
The Current Opinion series is a collection of peer-reviewed scientific journals that publish short, authoritative review articles across a wide range of research disciplines.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Current Opinion series
Target entity description: The Current Opinion series is a collection of peer-reviewed scientific journals that publish short, authoritative review articles across a wide range of research disciplines.
  • A. Current Contents
    Current Contents was a multidisciplinary current-awareness service and indexing publication that provided researchers with rapid access to the tables of contents of newly published scholarly journals across many fields.
  • B. Clinical Practices of the University of Pennsylvania
    Clinical Practices of the University of Pennsylvania is the faculty practice plan and outpatient clinical arm of Penn Medicine, providing patient care across a wide range of specialties in collaboration with the University of Pennsylvania’s health system.
  • C. Advance Publications
    Advance Publications is a major American media conglomerate that owns a wide range of newspapers, magazines, digital media companies, and stakes in technology platforms.
  • D. Columns and Commentary
    Columns and Commentary is a category in the National Magazine Awards that honors excellence in opinion writing and regular column-based journalism.
  • E. Multidisciplinary Expert Panel
    The Multidisciplinary Expert Panel is a high-level scientific body that advises the Intergovernmental Science-Policy Platform on Biodiversity and Ecosystem Services (IPBES) by providing expert guidance on biodiversity and ecosystem services to inform global policy decisions.
  • 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_69aed9618b04819081750d979d2af098 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefacb4c208190b8dd595a534850b2 completed March 9, 2026, 4:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c7fd474819097766194ca8d165d completed March 14, 2026, 11:54 a.m.
NEDg Description generation batch_69b54dd51ef48190974bb190d32016bc completed March 14, 2026, noon
NED2 Entity disambiguation (via description) batch_69b54e498320819088fea96b83564c69 completed March 14, 2026, 12:02 p.m.
Created at: March 9, 2026, 3:35 p.m.