Triple

T10971853
Position Surface form Disambiguated ID Type / Status
Subject Kevin Hartnett E259253 entity
Predicate employer P7 FINISHED
Object Quanta Magazine
Quanta Magazine is an editorially independent online publication that covers developments and deep ideas in mathematics, theoretical physics, computer science, and the life sciences for a general audience.
E897530 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: Quanta Magazine | Statement: [Kevin Hartnett, employer, Quanta Magazine]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Quanta Magazine
Context triple: [Kevin Hartnett, employer, Quanta Magazine]
  • A. Scientific American
    Scientific American is a long-running popular science magazine that presents accessible articles on scientific discoveries, research, and technological advances to a broad audience.
  • B. New Scientist
    New Scientist is a popular international science and technology magazine that covers the latest developments and ideas in science for a general audience.
  • C. Scilight
    Scilight is an online publication from the American Institute of Physics that highlights noteworthy and emerging research across the physical sciences in brief, accessible summaries.
  • D. Science Times
    Science Times is the science-focused section of The New York Times that covers developments and insights in fields such as medicine, technology, space, and the environment.
  • E. Edge.org
    Edge.org is an online platform and intellectual salon that hosts essays, interviews, and discussions with leading scientists, thinkers, and creators about cutting-edge ideas in science and culture.
  • 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: Quanta Magazine
Triple: [Kevin Hartnett, employer, Quanta Magazine]
Generated description
Quanta Magazine is an editorially independent online publication that covers developments and deep ideas in mathematics, theoretical physics, computer science, and the life sciences for a general audience.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Quanta Magazine
Target entity description: Quanta Magazine is an editorially independent online publication that covers developments and deep ideas in mathematics, theoretical physics, computer science, and the life sciences for a general audience.
  • A. Scientific American
    Scientific American is a long-running popular science magazine that presents accessible articles on scientific discoveries, research, and technological advances to a broad audience.
  • B. New Scientist
    New Scientist is a popular international science and technology magazine that covers the latest developments and ideas in science for a general audience.
  • C. Scilight
    Scilight is an online publication from the American Institute of Physics that highlights noteworthy and emerging research across the physical sciences in brief, accessible summaries.
  • D. Science Times
    Science Times is the science-focused section of The New York Times that covers developments and insights in fields such as medicine, technology, space, and the environment.
  • E. Edge.org
    Edge.org is an online platform and intellectual salon that hosts essays, interviews, and discussions with leading scientists, thinkers, and creators about cutting-edge ideas in science and culture.
  • 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_69d6aa895f4c8190887a15460ef622f4 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7719b5edc81908c1019f81e78bd2e completed April 9, 2026, 9:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2d790df108190b4a3a6fece372778 completed April 18, 2026, 1 a.m.
NEDg Description generation batch_69e2ff1ffb8c8190ba97f3c2e3c8c601 completed April 18, 2026, 3:48 a.m.
NED2 Entity disambiguation (via description) batch_69e3261cc4f48190ba0e5645f37cd4b5 completed April 18, 2026, 6:35 a.m.
Created at: April 8, 2026, 9:24 p.m.