Triple

T1542445
Position Surface form Disambiguated ID Type / Status
Subject Debt Management Services E32899 entity
Predicate usesProgram P6928 FINISHED
Object Centralized Receivables Service
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.
 E176245 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: Centralized Receivables Service | Statement: [Debt Management Services, usesProgram, 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, usesProgram, Centralized Receivables Service]
  • A. 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.
  • B. 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.
  • C. Support Services Bureau
    The Support Services Bureau is a division of the New York City Police Department responsible for providing logistical, technical, and administrative support that enables the agency’s operational and investigative functions.
  • D. 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.
  • E. External Services Division
    The External Services Division is the international broadcasting arm of All India Radio that transmits news, cultural programs, and information about India to audiences abroad in multiple languages.
  • 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: Centralized Receivables Service
Triple: [Debt Management Services, usesProgram, Centralized Receivables Service]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Centralized Receivables Service
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Support Services Bureau
    The Support Services Bureau is a division of the New York City Police Department responsible for providing logistical, technical, and administrative support that enables the agency’s operational and investigative functions.
  • D. 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.
  • E. External Services Division
    The External Services Division is the international broadcasting arm of All India Radio that transmits news, cultural programs, and information about India to audiences abroad in multiple languages.
  • 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_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_69ad309baebc81908240a0370bad9935 completed March 8, 2026, 8:17 a.m.
NEDg Description generation batch_69ad3117b49881908916e7137f8b655c completed March 8, 2026, 8:19 a.m.
NED2 Entity disambiguation (via description) batch_69ad3179b0148190b69b16b5d2051ece completed March 8, 2026, 8:21 a.m.
Created at: March 4, 2026, 7:26 p.m.