Triple

T13105352
Position Surface form Disambiguated ID Type / Status
Subject FPDS-NG E310828 entity
Predicate feedsDataTo P9008 FINISHED
Object USAspending.gov E310829 NE FINISHED

How this triple was built (3 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: USAspending.gov | Statement: [FPDS-NG, feedsDataTo, USAspending.gov]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: USAspending.gov
Context triple: [FPDS-NG, feedsDataTo, USAspending.gov]
  • A. Federal Procurement Data System chosen
    The Federal Procurement Data System is a U.S. government database that tracks and reports information on federal contracts and procurement activities.
  • B. GovInfo.gov
    GovInfo.gov is a U.S. Government Publishing Office website that provides free public access to official federal government publications, including legislative, executive, and judicial documents.
  • C. OpenSpending
    OpenSpending is an open data project and platform that collects, visualizes, and makes government and public financial information accessible and analyzable.
  • D. Government Accountability Office
    The Government Accountability Office is an independent, nonpartisan U.S. federal agency that audits, evaluates, and investigates government programs and spending to support congressional oversight.
  • E. Office of Management and Budget
    The Office of Management and Budget is a key U.S. federal agency that assists the President in developing the budget and overseeing the effectiveness and regulatory policies of executive branch agencies.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: feedsDataTo
Context triple: [FPDS-NG, feedsDataTo, USAspending.gov]
  • A. feedsReservoir
    Indicates that one entity supplies or channels a flow (such as water or another resource) into a reservoir.
  • B. mainFeederOf
    Indicates that one entity serves as the primary source or supplier of resources, energy, or input to another entity.
  • C. feedSystem chosen
    Indicates that one entity supplies or provides input, resources, or data into another entity or system for its operation or processing.
  • D. feedsAccelerator
    Indicates that one entity supplies or directs input, resources, or power into an accelerator system for its operation.
  • E. feedsAt
    Indicates that one entity obtains or consumes food at, from, or using another entity (such as a location, source, or feeding apparatus).
  • F. None of above.

Provenance (4 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.
PD Predicate disambiguation batch_69d98041a3548190a05ddd83dbb660fa completed April 10, 2026, 10:57 p.m.
Created at: April 9, 2026, 9:05 p.m.