Triple

T18803485
Position Surface form Disambiguated ID Type / Status
Subject BKartA E459814 entity
Predicate hasPart P35 FINISHED
Object Public Procurement Chambers
Public Procurement Chambers are specialized bodies within Germany’s Federal Cartel Office that review and adjudicate disputes and legal challenges related to public contract award procedures.
E1342913 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: Public Procurement Chambers | Statement: [BKartA, hasPart, Public Procurement Chambers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Procurement Chambers
Context triple: [BKartA, hasPart, Public Procurement Chambers]
  • A. Public Services and Procurement Canada
    Public Services and Procurement Canada is a federal department responsible for providing central administrative, real property, and procurement services to the Government of Canada.
  • B. Public Procurement Regulatory Authority (PPRA)
    The Public Procurement Regulatory Authority (PPRA) is Pakistan’s federal body responsible for regulating, monitoring, and improving transparency and efficiency in public sector procurement processes.
  • C. Office of Procurement
    The Office of Procurement is the City of Atlanta’s central agency responsible for managing and overseeing the acquisition of goods and services for municipal operations.
  • D. Office of Contracts and Procurement
    The Office of Contracts and Procurement is a division within the Oregon Department of Human Services responsible for overseeing purchasing, contracting, and vendor management to support the agency’s programs and operations.
  • E. 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.
  • 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: Public Procurement Chambers
Triple: [BKartA, hasPart, Public Procurement Chambers]
Generated description
Public Procurement Chambers are specialized bodies within Germany’s Federal Cartel Office that review and adjudicate disputes and legal challenges related to public contract award procedures.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Procurement Chambers
Target entity description: Public Procurement Chambers are specialized bodies within Germany’s Federal Cartel Office that review and adjudicate disputes and legal challenges related to public contract award procedures.
  • A. Public Services and Procurement Canada
    Public Services and Procurement Canada is a federal department responsible for providing central administrative, real property, and procurement services to the Government of Canada.
  • B. Public Procurement Regulatory Authority (PPRA)
    The Public Procurement Regulatory Authority (PPRA) is Pakistan’s federal body responsible for regulating, monitoring, and improving transparency and efficiency in public sector procurement processes.
  • C. Office of Procurement
    The Office of Procurement is the City of Atlanta’s central agency responsible for managing and overseeing the acquisition of goods and services for municipal operations.
  • D. Office of Contracts and Procurement
    The Office of Contracts and Procurement is a division within the Oregon Department of Human Services responsible for overseeing purchasing, contracting, and vendor management to support the agency’s programs and operations.
  • E. 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.
  • 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_69d8d398c7d4819091cb2f7e48948aeb completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5a0253f748190998995e3b1524357 completed April 20, 2026, 3:40 a.m.
NED1 Entity disambiguation (via context triple) batch_6a054725edbc819099ad8200394653ec completed May 14, 2026, 3:53 a.m.
NEDg Description generation batch_6a054828f894819093b66caebaf0399d completed May 14, 2026, 3:57 a.m.
NED2 Entity disambiguation (via description) batch_6a0548f1ed74819090775763f4976a1a completed May 14, 2026, 4 a.m.
Created at: April 10, 2026, 11:53 a.m.