Triple
T13105403
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Federal Procurement Data System |
E310829
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
USAspending.gov
USAspending.gov is the official U.S. government website that provides public access to detailed data on federal spending, including contracts, grants, loans, and other financial assistance.
|
E1027275
|
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: USAspending.gov | Statement: [Federal Procurement Data System, relatedTo, USAspending.gov]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: USAspending.gov Context triple: [Federal Procurement Data System, relatedTo, USAspending.gov]
-
A.
Federal Procurement Data System
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.
Grants.gov
Grants.gov is a centralized online portal where individuals and organizations can find and apply for U.S. federal government grants.
-
D.
OpenSpending
OpenSpending is an open data project and platform that collects, visualizes, and makes government and public financial information accessible and analyzable.
-
E.
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.
- 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: USAspending.gov Triple: [Federal Procurement Data System, relatedTo, USAspending.gov]
Generated description
USAspending.gov is the official U.S. government website that provides public access to detailed data on federal spending, including contracts, grants, loans, and other financial assistance.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: USAspending.gov Target entity description: USAspending.gov is the official U.S. government website that provides public access to detailed data on federal spending, including contracts, grants, loans, and other financial assistance.
-
A.
Federal Procurement Data System
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.
Grants.gov
Grants.gov is a centralized online portal where individuals and organizations can find and apply for U.S. federal government grants.
-
D.
OpenSpending
OpenSpending is an open data project and platform that collects, visualizes, and makes government and public financial information accessible and analyzable.
-
E.
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.
- 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_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_69f6f5cd9f2081908c207b21a14233e1 |
completed | May 3, 2026, 7:14 a.m. |
| NEDg | Description generation | batch_69f6f79703588190ba088971da54340f |
completed | May 3, 2026, 7:21 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6f89072a88190b3182f581b1b6762 |
completed | May 3, 2026, 7:26 a.m. |
Created at: April 9, 2026, 9:05 p.m.