Triple

T17040675
Position Surface form Disambiguated ID Type / Status
Subject Mathematics Subject Classification E413438 entity
Predicate abbreviation P43 FINISHED
Object MSC
MSC is a standardized alphanumeric classification system used to categorize research papers and topics in mathematics.
E1247497 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: MSC | Statement: [Mathematics Subject Classification, abbreviation, MSC]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MSC
Context triple: [Mathematics Subject Classification, abbreviation, MSC]
  • A. MSC
    MSC is the commonly used abbreviation for the International Maritime Organization’s Maritime Safety Committee, the UN body responsible for setting global standards for the safety and security of international shipping.
  • B. MSC
    MSC is the abbreviation for the United Nations Security Council’s Military Staff Committee, the body responsible for advising and assisting on military requirements and strategic direction for UN peace and security operations.
  • C. MSC
    MSC is the highest appellate court in the U.S. state of Michigan, responsible for interpreting state law and the Michigan Constitution.
  • D. MSC
    MSC is the United States Navy’s Military Sealift Command, responsible for providing ocean transportation and logistical support to U.S. military forces worldwide.
  • E. MSC
    MSC refers to the Messinian Salinity Crisis, a geological event about 5–6 million years ago when the Mediterranean Sea nearly dried up due to restricted connection with the Atlantic Ocean.
  • 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: MSC
Triple: [Mathematics Subject Classification, abbreviation, MSC]
Generated description
MSC is a standardized alphanumeric classification system used to categorize research papers and topics in mathematics.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MSC
Target entity description: MSC is a standardized alphanumeric classification system used to categorize research papers and topics in mathematics.
  • A. MSC
    MSC is the commonly used abbreviation for the International Maritime Organization’s Maritime Safety Committee, the UN body responsible for setting global standards for the safety and security of international shipping.
  • B. MSC
    MSC is the abbreviation for the United Nations Security Council’s Military Staff Committee, the body responsible for advising and assisting on military requirements and strategic direction for UN peace and security operations.
  • C. MSC
    MSC (Mobile Switching Center) is a core mobile network component that manages circuit-switched voice call setup, routing, and mobility control for cellular users.
  • D. MSC
    MSC is the United States Navy’s Military Sealift Command, responsible for providing ocean transportation and logistical support to U.S. military forces worldwide.
  • E. MSC
    MSC refers to the Messinian Salinity Crisis, a geological event about 5–6 million years ago when the Mediterranean Sea nearly dried up due to restricted connection with the Atlantic Ocean.
  • 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_69d886cd18288190b006abab23f811b7 completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d8f6a0c08190a838279b83b55b72 completed April 18, 2026, 7:18 p.m.
NED1 Entity disambiguation (via context triple) batch_6a012338a95c8190951db96209edb61a completed May 11, 2026, 12:30 a.m.
NEDg Description generation batch_6a01241510048190ae1c459873f8a587 completed May 11, 2026, 12:34 a.m.
NED2 Entity disambiguation (via description) batch_6a0124e389908190b2ee3121be2c9383 completed May 11, 2026, 12:37 a.m.
Created at: April 10, 2026, 5:33 a.m.