Triple
T13106728
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GSA Schedules Program |
E310860
|
entity |
| Predicate | includes |
P1393
|
FINISHED |
| Object |
Schedule for Industrial Products and Services (now part of MAS Industrial Products and Services Large Category)
The Schedule for Industrial Products and Services is a federal government contracting vehicle that provides agencies with pre-negotiated access to a wide range of commercial industrial supplies, equipment, and related services, now consolidated under the Multiple Award Schedule (MAS) Industrial Products and Services Large Category.
|
E1023385
|
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 Industrial Products and Services (now part of MAS Industrial Products and Services Large Category) | Statement: [GSA Schedules Program, includes, Schedule for Industrial Products and Services (now part of MAS Industrial Products and Services Large Category)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Schedule for Industrial Products and Services (now part of MAS Industrial Products and Services Large Category) Context triple: [GSA Schedules Program, includes, Schedule for Industrial Products and Services (now part of MAS Industrial Products and Services Large Category)]
-
A.
Process Industries Division
The Process Industries Division is a specialist branch of the Institution of Mechanical Engineers that focuses on engineering, technology, and best practice within process-based sectors such as chemical, pharmaceutical, and oil and gas industries.
-
B.
Specialty Products Division
Specialty Products Division was a business segment of DowDuPont focused on high-value, technology-driven specialty materials and solutions for industries such as electronics, transportation, and construction.
-
C.
Material Service Corporation
Material Service Corporation was a major Chicago-based building materials and aggregates company that became the foundation of industrialist Henry Crown’s business empire.
-
D.
Industrial Plant & Engineering Division
The Industrial Plant & Engineering Division is a major business unit of Hyundai Heavy Industries that specializes in designing and constructing large-scale industrial facilities and infrastructure projects worldwide.
-
E.
Industrial Technology Advisors
Industrial Technology Advisors are specialized professionals who provide technical and business guidance to companies seeking innovation support through Canada’s Industrial Research Assistance Program.
- 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 Industrial Products and Services (now part of MAS Industrial Products and Services Large Category) Triple: [GSA Schedules Program, includes, Schedule for Industrial Products and Services (now part of MAS Industrial Products and Services Large Category)]
Generated description
The Schedule for Industrial Products and Services is a federal government contracting vehicle that provides agencies with pre-negotiated access to a wide range of commercial industrial supplies, equipment, and related services, now consolidated under the Multiple Award Schedule (MAS) Industrial Products and Services Large Category.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Schedule for Industrial Products and Services (now part of MAS Industrial Products and Services Large Category) Target entity description: The Schedule for Industrial Products and Services is a federal government contracting vehicle that provides agencies with pre-negotiated access to a wide range of commercial industrial supplies, equipment, and related services, now consolidated under the Multiple Award Schedule (MAS) Industrial Products and Services Large Category.
-
A.
Process Industries Division
The Process Industries Division is a specialist branch of the Institution of Mechanical Engineers that focuses on engineering, technology, and best practice within process-based sectors such as chemical, pharmaceutical, and oil and gas industries.
-
B.
Specialty Products Division
Specialty Products Division was a business segment of DowDuPont focused on high-value, technology-driven specialty materials and solutions for industries such as electronics, transportation, and construction.
-
C.
Material Service Corporation
Material Service Corporation was a major Chicago-based building materials and aggregates company that became the foundation of industrialist Henry Crown’s business empire.
-
D.
Industrial Plant & Engineering Division
The Industrial Plant & Engineering Division is a major business unit of Hyundai Heavy Industries that specializes in designing and constructing large-scale industrial facilities and infrastructure projects worldwide.
-
E.
Industrial Technology Advisors
Industrial Technology Advisors are specialized professionals who provide technical and business guidance to companies seeking innovation support through Canada’s Industrial Research Assistance Program.
- 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.