Triple

T3021995
Position Surface form Disambiguated ID Type / Status
Subject Master of Software Engineering – Scalable Systems E82481 entity
Predicate hasAbbreviation P43 FINISHED
Object MSE-SS
MSE-SS is a specialized Master of Software Engineering program focused on designing, building, and managing large-scale, high-performance software systems.
E320788 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-SS | Statement: [Master of Software Engineering – Scalable Systems, hasAbbreviation, MSE-SS]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: MSE-SS
Context triple: [Master of Software Engineering – Scalable Systems, hasAbbreviation, MSE-SS]
  • 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. MSS
    MSS is the Mobile Servicing System, a Canadian-built robotic arm and handling system used on the International Space Station for assembly, maintenance, and payload operations.
  • C. MSA
    MSA is the standardized, literary form of Arabic used in formal writing, media, education, and official communication across the Arab world.
  • D. MSA
    MSA is a common abbreviation for a metropolitan statistical area, a region defined by the U.S. Office of Management and Budget for statistical and demographic analysis.
  • E. MSA
    MSA is the common abbreviation for the Master Settlement Agreement, a landmark 1998 legal settlement between major U.S. tobacco companies and state attorneys general that reshaped tobacco advertising and funded public health initiatives.
  • 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-SS
Triple: [Master of Software Engineering – Scalable Systems, hasAbbreviation, MSE-SS]
Generated description
MSE-SS is a specialized Master of Software Engineering program focused on designing, building, and managing large-scale, high-performance software systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: MSE-SS
Target entity description: MSE-SS is a specialized Master of Software Engineering program focused on designing, building, and managing large-scale, high-performance software systems.
  • 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. MSS
    MSS is the Mobile Servicing System, a Canadian-built robotic arm and handling system used on the International Space Station for assembly, maintenance, and payload operations.
  • C. MSA
    MSA is the standardized, literary form of Arabic used in formal writing, media, education, and official communication across the Arab world.
  • D. MSA
    MSA is a common abbreviation for a metropolitan statistical area, a region defined by the U.S. Office of Management and Budget for statistical and demographic analysis.
  • E. MSA
    MSA is the common abbreviation for the Master Settlement Agreement, a landmark 1998 legal settlement between major U.S. tobacco companies and state attorneys general that reshaped tobacco advertising and funded public health initiatives.
  • 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_69ad8b1fb34081908c1b873e2b7273e1 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9a963034819093d96566e9b0cea9 completed March 8, 2026, 3:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69b1deafdcb881908174331d5bfc6349 completed March 11, 2026, 9:29 p.m.
NEDg Description generation batch_69b1df36fc448190856cda08f83feded completed March 11, 2026, 9:31 p.m.
NED2 Entity disambiguation (via description) batch_69b1dfae6bb48190828820eae70e2f84 completed March 11, 2026, 9:33 p.m.
Created at: March 8, 2026, 3 p.m.