Triple
T527016
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | BEA Program |
E10941
|
entity |
| Predicate | administeredBy |
P86
|
FINISHED |
| Object | Community Development Financial Institutions Fund |
E571
|
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: Community Development Financial Institutions Fund | Statement: [BEA Program, administeredBy, Community Development Financial Institutions Fund]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Community Development Financial Institutions Fund Context triple: [BEA Program, administeredBy, Community Development Financial Institutions Fund]
-
A.
Community Development Financial Institutions Fund
chosen
The Community Development Financial Institutions Fund is a U.S. government program that promotes economic revitalization and community development by providing financial and technical assistance to mission-driven lenders serving low-income and underserved communities.
-
B.
Community Development Entities
Community Development Entities are specialized organizations that attract and deploy private investment capital to support economic development and revitalization projects in low-income and underserved communities, often through programs like the New Markets Tax Credit.
-
C.
Cambridge Centre for Alternative Finance
The Cambridge Centre for Alternative Finance is a research institute at the University of Cambridge that focuses on the study of financial innovation, including fintech, alternative finance, and digital assets.
-
D.
Small Business Investment Companies
Small Business Investment Companies are privately owned and managed investment funds licensed by the U.S. government to provide debt and equity financing to small businesses.
-
E.
Community Development Block Grant program
The Community Development Block Grant program is a major federal initiative that provides flexible funding to local governments for housing, infrastructure, and economic development projects benefiting low- and moderate-income communities.
- 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_69a2e84b16c4819088d284c47c3a7968 |
completed | Feb. 28, 2026, 1:06 p.m. |
| NER | Named-entity recognition | batch_69a2f1d0d22081908aad915482d39e74 |
completed | Feb. 28, 2026, 1:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a4c66d76588190864ac6a992c44545 |
completed | March 1, 2026, 11:06 p.m. |
Created at: Feb. 28, 2026, 1:12 p.m.