Triple

T1542449
Position Surface form Disambiguated ID Type / Status
Subject Debt Management Services E32899 entity
Predicate oversees P46 FINISHED
Object Centralized Receivables Service E176245 NE FINISHED

How this triple was built (2 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: Centralized Receivables Service | Statement: [Debt Management Services, oversees, Centralized Receivables Service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Centralized Receivables Service
Context triple: [Debt Management Services, oversees, Centralized Receivables Service]
  • A. Centralized Receivables Service chosen
    Centralized Receivables Service is a U.S. Treasury program that helps federal agencies manage, collect, and resolve delinquent non-tax debts through a centralized, automated process.
  • B. Oracle Accounts Receivable
    Oracle Accounts Receivable is a financial management application within Oracle E-Business Suite that automates and controls customer billing, credit, and collections processes.
  • C. Cross‑Servicing Program
    The Cross‑Servicing Program is a federal debt collection initiative that centralizes and manages delinquent debts owed to U.S. government agencies to improve recovery and compliance.
  • D. Cargo Account Settlement Systems
    Cargo Account Settlement Systems is an IATA-developed financial platform that streamlines and automates the billing and settlement of accounts between airlines and freight forwarders in the air cargo industry.
  • E. Support Services Bureau
    The Support Services Bureau is a division of the Maryland State Police responsible for providing administrative, logistical, and technical support functions that enable the agency’s law enforcement operations.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69a885ed29088190a3c2d5a3d100c16e completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69a9083f982c8190a4c740a95c8cfbff completed March 5, 2026, 4:36 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad37092b648190a339114ffc37d1db completed March 8, 2026, 8:44 a.m.
Created at: March 4, 2026, 7:26 p.m.