Triple

T11867329
Position Surface form Disambiguated ID Type / Status
Subject Operational Services Division E282318 entity
Predicate oversees P46 FINISHED
Object COMMBUYS eProcurement system
COMMBUYS eProcurement system is Massachusetts’ official online procurement platform used by state agencies and vendors to conduct and manage public purchasing activities.
E950971 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: COMMBUYS eProcurement system | Statement: [Operational Services Division, oversees, COMMBUYS eProcurement system]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: COMMBUYS eProcurement system
Context triple: [Operational Services Division, oversees, COMMBUYS eProcurement system]
  • A. eBuy electronic Request for Quotation system
    The eBuy electronic Request for Quotation system is an online procurement platform used by the U.S. federal government to solicit, receive, and manage quotes from vendors for goods and services.
  • B. Oracle iProcurement
    Oracle iProcurement is a self-service web-based purchasing application that enables employees to create, manage, and track purchase requisitions within the Oracle E-Business Suite.
  • C. Oracle Purchasing
    Oracle Purchasing is an Oracle E-Business Suite application that manages the full procure-to-pay lifecycle, including requisitions, purchase orders, supplier management, and approvals.
  • D. Commodity Procurement Program
    The Commodity Procurement Program is a U.S. Department of Agriculture initiative that purchases domestically produced foods to support American agriculture and supply nutrition assistance and school meal programs.
  • E. Oracle iSupplier Portal
    Oracle iSupplier Portal is a web-based supplier collaboration and self-service procurement application that enables suppliers to manage orders, shipments, invoices, and related transactions with buying organizations using Oracle E-Business Suite.
  • 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: COMMBUYS eProcurement system
Triple: [Operational Services Division, oversees, COMMBUYS eProcurement system]
Generated description
COMMBUYS eProcurement system is Massachusetts’ official online procurement platform used by state agencies and vendors to conduct and manage public purchasing activities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: COMMBUYS eProcurement system
Target entity description: COMMBUYS eProcurement system is Massachusetts’ official online procurement platform used by state agencies and vendors to conduct and manage public purchasing activities.
  • A. eBuy electronic Request for Quotation system
    The eBuy electronic Request for Quotation system is an online procurement platform used by the U.S. federal government to solicit, receive, and manage quotes from vendors for goods and services.
  • B. Oracle iProcurement
    Oracle iProcurement is a self-service web-based purchasing application that enables employees to create, manage, and track purchase requisitions within the Oracle E-Business Suite.
  • C. Oracle Purchasing
    Oracle Purchasing is an Oracle E-Business Suite application that manages the full procure-to-pay lifecycle, including requisitions, purchase orders, supplier management, and approvals.
  • D. Commodity Procurement Program
    The Commodity Procurement Program is a U.S. Department of Agriculture initiative that purchases domestically produced foods to support American agriculture and supply nutrition assistance and school meal programs.
  • E. Oracle iSupplier Portal
    Oracle iSupplier Portal is a web-based supplier collaboration and self-service procurement application that enables suppliers to manage orders, shipments, invoices, and related transactions with buying organizations using Oracle E-Business Suite.
  • 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_69d6ab2945d081908a5851c916cbcfb5 completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d8a73a233081909449ab294d01a512 completed April 10, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69f2819229ec81908a3bc5579d661c20 completed April 29, 2026, 10:09 p.m.
NEDg Description generation batch_69f28a92ac90819092eef473a49d329e completed April 29, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69f28c462d888190a43e042b00921dbe completed April 29, 2026, 10:55 p.m.
Created at: April 8, 2026, 9:43 p.m.