Triple

T137281
Position Surface form Disambiguated ID Type / Status
Subject Library of Congress Classification E2773 entity
Predicate hasComponent P35 FINISHED
Object class V – Naval Science
Class V – Naval Science is the section of the Library of Congress Classification system that organizes and categorizes works related to naval and maritime military affairs.
E16022 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: class V – Naval Science | Statement: [Library of Congress Classification, hasComponent, class V – Naval Science]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: class V – Naval Science
Context triple: [Library of Congress Classification, hasComponent, class V – Naval Science]
  • A. USRC
    USRC is a nonprofit organization responsible for the preservation, operation, and redevelopment of Washington, D.C.’s historic Union Station.
  • B. Royal Navy training system
    The Royal Navy training system is the structured network of institutions, programs, and practices responsible for educating and preparing naval personnel for service in the United Kingdom’s Royal Navy.
  • C. Surface Fleet
    Surface Fleet is the component of the Royal Navy responsible for its commissioned warships and other surface vessels that conduct maritime operations.
  • D. Office of Naval Intelligence
    The Office of Naval Intelligence is the U.S. Navy’s primary intelligence agency, responsible for collecting and analyzing maritime-related information to support naval operations and national security.
  • E. Office of Naval Research
    The Office of Naval Research is a U.S. government agency that coordinates, executes, and promotes science and technology programs for the United States Navy and Marine Corps.
  • 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: class V – Naval Science
Triple: [Library of Congress Classification, hasComponent, class V – Naval Science]
Generated description
Class V – Naval Science is the section of the Library of Congress Classification system that organizes and categorizes works related to naval and maritime military affairs.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: class V – Naval Science
Target entity description: Class V – Naval Science is the section of the Library of Congress Classification system that organizes and categorizes works related to naval and maritime military affairs.
  • A. USRC
    USRC is a nonprofit organization responsible for the preservation, operation, and redevelopment of Washington, D.C.’s historic Union Station.
  • B. Royal Navy training system
    The Royal Navy training system is the structured network of institutions, programs, and practices responsible for educating and preparing naval personnel for service in the United Kingdom’s Royal Navy.
  • C. Surface Fleet
    Surface Fleet is the component of the Royal Navy responsible for its commissioned warships and other surface vessels that conduct maritime operations.
  • D. Office of Naval Intelligence
    The Office of Naval Intelligence is the U.S. Navy’s primary intelligence agency, responsible for collecting and analyzing maritime-related information to support naval operations and national security.
  • E. Office of Naval Research
    The Office of Naval Research is a U.S. government agency that coordinates, executes, and promotes science and technology programs for the United States Navy and Marine Corps.
  • 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_69a2521e35c08190b28e5c9f1e3c9b59 completed Feb. 28, 2026, 2:25 a.m.
NER Named-entity recognition batch_69a257a6cab88190944c8f74d8d1605c completed Feb. 28, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2b0198e08819088752a41f4a1d488 completed Feb. 28, 2026, 9:06 a.m.
NEDg Description generation batch_69a2b0cc512c8190a6c8ebef9b97d653 completed Feb. 28, 2026, 9:09 a.m.
NED2 Entity disambiguation (via description) batch_69a2b185f194819095e8db41918a20e7 completed Feb. 28, 2026, 9:12 a.m.
Created at: Feb. 28, 2026, 2:31 a.m.