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.