Triple

T17169982
Position Surface form Disambiguated ID Type / Status
Subject Shiyali Ramamrita Ranganathan E416703 entity
Predicate notableWork P4 FINISHED
Object Classification and Communication
"Classification and Communication" is a work by Indian librarian and mathematician S.R. Ranganathan that explores principles of library classification and the effective transmission of information.
E1253982 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: Classification and Communication | Statement: [Shiyali Ramamrita Ranganathan, notableWork, Classification and Communication]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Classification and Communication
Context triple: [Shiyali Ramamrita Ranganathan, notableWork, Classification and Communication]
  • A. Theory of communication
    "Theory of Communication" is a seminal work by physicist Dennis Gabor that laid foundational ideas for information theory and signal processing, particularly through his development of the concept of the information capacity of communication channels.
  • B. Communication
    "Communication" is a popular trance track by Dutch DJ and producer Armin van Buuren, widely regarded as one of his early breakthrough releases.
  • C. Communication
    "Communication" is a 1983 synth-pop single by British band Spandau Ballet, known for its catchy melody and polished New Romantic style.
  • D. Communication (Part 2)
    "Communication (Part 2)" is likely a continuation or second installment of a work focused on theories, methods, or practices of human communication.
  • E. Communications
    Communications is an Australian government portfolio responsible for national communications policy, regulation, and infrastructure, including telecommunications, broadcasting, and the digital economy.
  • 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: Classification and Communication
Triple: [Shiyali Ramamrita Ranganathan, notableWork, Classification and Communication]
Generated description
"Classification and Communication" is a work by Indian librarian and mathematician S.R. Ranganathan that explores principles of library classification and the effective transmission of information.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Classification and Communication
Target entity description: "Classification and Communication" is a work by Indian librarian and mathematician S.R. Ranganathan that explores principles of library classification and the effective transmission of information.
  • A. Theory of communication
    "Theory of Communication" is a seminal work by physicist Dennis Gabor that laid foundational ideas for information theory and signal processing, particularly through his development of the concept of the information capacity of communication channels.
  • B. Communication
    "Communication" is a popular trance track by Dutch DJ and producer Armin van Buuren, widely regarded as one of his early breakthrough releases.
  • C. Communication
    "Communication" is a 1983 synth-pop single by British band Spandau Ballet, known for its catchy melody and polished New Romantic style.
  • D. Language and Information
    "Language and Information" is a seminal work by Yehoshua Bar-Hillel that explores the foundations of formal linguistics, logic, and the theory of information in natural language.
  • E. Communication (Part 2)
    "Communication (Part 2)" is likely a continuation or second installment of a work focused on theories, methods, or practices of human communication.
  • 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_69d886d5f34c8190b24564dfaa63f3fb completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3f91831d88190b262227fc41c9067 completed April 18, 2026, 9:35 p.m.
NED1 Entity disambiguation (via context triple) batch_6a01483f85648190acaeb197013e1f1b completed May 11, 2026, 3:08 a.m.
NEDg Description generation batch_6a014a1993a48190bf65e590ff57c9c2 completed May 11, 2026, 3:16 a.m.
NED2 Entity disambiguation (via description) batch_6a014a7fa5208190a0a60649fe6292d1 completed May 11, 2026, 3:18 a.m.
Created at: April 10, 2026, 5:37 a.m.