Triple

T4628202
Position Surface form Disambiguated ID Type / Status
Subject Mario Bunge E101149 entity
Predicate notableWork P4 FINISHED
Object Scientific Research
Scientific Research is a philosophical work by Mario Bunge that systematically analyzes the logic, methodology, and structure of scientific inquiry.
 E457166 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: Scientific Research | Statement: [Mario Bunge, notableWork, Scientific Research]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Scientific Research
Context triple: [Mario Bunge, notableWork, Scientific Research]
  • A. 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.
  • B. 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.
  • C. Science and Innovation
    Science and Innovation is a category of the UNEP Champions of the Earth awards that honors individuals or organizations whose scientific research and technological advances drive significant environmental progress.
  • D. The Scientific Basis
    "The Scientific Basis" is the first volume of the IPCC Third Assessment Report, presenting the underlying physical science of climate change.
  • E. Scientific Data Systems
    Scientific Data Systems was an early computer company known for producing advanced scientific and real-time computing systems in the 1960s before being acquired by Xerox.
  • 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: Scientific Research
Triple: [Mario Bunge, notableWork, Scientific Research]
Generated description
Scientific Research is a philosophical work by Mario Bunge that systematically analyzes the logic, methodology, and structure of scientific inquiry.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Scientific Research
Target entity description: Scientific Research is a philosophical work by Mario Bunge that systematically analyzes the logic, methodology, and structure of scientific inquiry.
  • A. 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.
  • B. 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.
  • C. Science and Innovation
    Science and Innovation is a category of the UNEP Champions of the Earth awards that honors individuals or organizations whose scientific research and technological advances drive significant environmental progress.
  • D. The Scientific Basis
    "The Scientific Basis" is the first volume of the IPCC Third Assessment Report, presenting the underlying physical science of climate change.
  • E. Scientific Data Systems
    Scientific Data Systems was an early computer company known for producing advanced scientific and real-time computing systems in the 1960s before being acquired by Xerox.
  • 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_69bd43d0497c8190ac23c65c5804846a completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd5a2e9780819081add547c760abc9 completed March 20, 2026, 2:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfab4f4808190920e420f566dec9b completed March 21, 2026, 1:56 a.m.
NEDg Description generation batch_69bdfc0964c881909e6b98a1c8ea747f completed March 21, 2026, 2:01 a.m.
NED2 Entity disambiguation (via description) batch_69bdfce1be788190ae3418df301e5136 completed March 21, 2026, 2:05 a.m.
Created at: March 20, 2026, 1:13 p.m.