Triple
T13106733
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GSA Schedules Program |
E310860
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Schedule for Scientific Management and Solutions (now part of MAS Scientific Management and Solutions Large Category)
Schedule for Scientific Management and Solutions is a former specialized federal procurement schedule that provided agencies with streamlined access to scientific management and technical support services, now consolidated under the MAS Scientific Management and Solutions Large Category.
|
E1023387
|
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: Schedule for Scientific Management and Solutions (now part of MAS Scientific Management and Solutions Large Category) | Statement: [GSA Schedules Program, includes, Schedule for Scientific Management and Solutions (now part of MAS Scientific Management and Solutions Large Category)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Schedule for Scientific Management and Solutions (now part of MAS Scientific Management and Solutions Large Category) Context triple: [GSA Schedules Program, includes, Schedule for Scientific Management and Solutions (now part of MAS Scientific Management and Solutions Large Category)]
-
A.
scientific management
Scientific management is an early 20th-century theory of industrial organization that applies systematic study and measurement of work to increase labor productivity and efficiency.
-
B.
Centre for Management Support
The Centre for Management Support is a unit within the Norwegian Institute of Public Health that provides administrative, strategic, and organizational support to enhance the institute’s operations and leadership.
-
C.
Department of Management Science and Technology
The Department of Management Science and Technology is an academic unit specializing in the study and application of quantitative methods, information systems, and managerial practices to improve decision-making and organizational performance.
-
D.
Centre de gestion scientifique
The Centre de gestion scientifique is a research and teaching center at École des Mines de Paris focused on management science, innovation, and the organization of technology-intensive activities.
-
E.
SCI Group Inc.
SCI Group Inc. is a Canadian third-party logistics and supply chain solutions provider that operates as a subsidiary of Canada Post.
- 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: Schedule for Scientific Management and Solutions (now part of MAS Scientific Management and Solutions Large Category) Triple: [GSA Schedules Program, includes, Schedule for Scientific Management and Solutions (now part of MAS Scientific Management and Solutions Large Category)]
Generated description
Schedule for Scientific Management and Solutions is a former specialized federal procurement schedule that provided agencies with streamlined access to scientific management and technical support services, now consolidated under the MAS Scientific Management and Solutions Large Category.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Schedule for Scientific Management and Solutions (now part of MAS Scientific Management and Solutions Large Category) Target entity description: Schedule for Scientific Management and Solutions is a former specialized federal procurement schedule that provided agencies with streamlined access to scientific management and technical support services, now consolidated under the MAS Scientific Management and Solutions Large Category.
-
A.
scientific management
Scientific management is an early 20th-century theory of industrial organization that applies systematic study and measurement of work to increase labor productivity and efficiency.
-
B.
Centre for Management Support
The Centre for Management Support is a unit within the Norwegian Institute of Public Health that provides administrative, strategic, and organizational support to enhance the institute’s operations and leadership.
-
C.
Department of Management Science and Technology
The Department of Management Science and Technology is an academic unit specializing in the study and application of quantitative methods, information systems, and managerial practices to improve decision-making and organizational performance.
-
D.
Centre de gestion scientifique
The Centre de gestion scientifique is a research and teaching center at École des Mines de Paris focused on management science, innovation, and the organization of technology-intensive activities.
-
E.
SCI Group Inc.
SCI Group Inc. is a Canadian third-party logistics and supply chain solutions provider that operates as a subsidiary of Canada Post.
- 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_69d806a872d08190a329806f8ff30df4 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d98154c9f48190aeca779d97151759 |
completed | April 10, 2026, 11:01 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6e27a325c8190a5c0f1a582340078 |
completed | May 3, 2026, 5:51 a.m. |
| NEDg | Description generation | batch_69f6e6a8b15081908d80cd63b0c423f6 |
completed | May 3, 2026, 6:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6e7490cc48190b596338cd3a0fd22 |
completed | May 3, 2026, 6:12 a.m. |
Created at: April 9, 2026, 9:05 p.m.