Triple

T15925750
Position Surface form Disambiguated ID Type / Status
Subject Materials Sciences and Engineering subprogram E386200 entity
Predicate hasAcronym P43 FINISHED
Object MSE subprogram
MSE subprogram is a specialized academic and research track focused on the properties, design, and engineering of materials such as metals, ceramics, polymers, and composites.
E79958 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: MSE subprogram | Statement: [Materials Sciences and Engineering subprogram, hasAcronym, MSE subprogram]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MSE subprogram
Context triple: [Materials Sciences and Engineering subprogram, hasAcronym, MSE subprogram]
  • A. MSE
    MSE is the Materials Science and Engineering department at Carnegie Mellon University, focusing on the study and development of materials and their applications in technology and industry.
  • B. MSE
    MSE is the vehicle registration code for the district of Mecklenburgische Seenplatte in the German state of Mecklenburg-Vorpommern.
  • C. MSE-SS
    MSE-SS is a specialized Master of Software Engineering program focused on designing, building, and managing large-scale, high-performance software systems.
  • D. MESU
    MESU is the commonly used abbreviation for Ukraine’s Ministry of Education and Science, the government body responsible for national education and scientific policy.
  • E. MAS Program
    The MAS Program is a U.S. General Services Administration contracting vehicle that allows government agencies to purchase a wide range of commercial products and services at pre-negotiated prices from approved vendors.
  • 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: MSE subprogram
Triple: [Materials Sciences and Engineering subprogram, hasAcronym, MSE subprogram]
Generated description
MSE subprogram is a specialized academic and research track focused on the properties, design, and engineering of materials such as metals, ceramics, polymers, and composites.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MSE subprogram
Target entity description: MSE subprogram is a specialized academic and research track focused on the properties, design, and engineering of materials such as metals, ceramics, polymers, and composites.
  • A. MSE chosen
    MSE is the Materials Science and Engineering department at Carnegie Mellon University, focusing on the study and development of materials and their applications in technology and industry.
  • B. MSE
    MSE is the vehicle registration code for the district of Mecklenburgische Seenplatte in the German state of Mecklenburg-Vorpommern.
  • C. MSE-SS
    MSE-SS is a specialized Master of Software Engineering program focused on designing, building, and managing large-scale, high-performance software systems.
  • D. MESU
    MESU is the commonly used abbreviation for Ukraine’s Ministry of Education and Science, the government body responsible for national education and scientific policy.
  • E. MAS Program
    The MAS Program is a U.S. General Services Administration contracting vehicle that allows government agencies to purchase a wide range of commercial products and services at pre-negotiated prices from approved vendors.
  • F. None of above.

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_69d86da750008190987eb26be3f6c118 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e15685b28c8190927b704fef14a159 completed April 16, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb5adcde88190ae2a845aaa9d31ac completed May 9, 2026, 10:31 p.m.
NEDg Description generation batch_69ffb6c4a66c8190bba70da71c9ec576 completed May 9, 2026, 10:35 p.m.
NED2 Entity disambiguation (via description) batch_69ffb7a373d88190a2fcf75022f3e161 completed May 9, 2026, 10:39 p.m.
Created at: April 10, 2026, 4:52 a.m.