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.