Triple
T13786274
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Renewal Communities program |
E331265
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Empowerment Zones program |
E331266
|
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: Empowerment Zones program | Statement: [Renewal Communities program, relatedTo, Empowerment Zones program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Empowerment Zones program Context triple: [Renewal Communities program, relatedTo, Empowerment Zones program]
-
A.
Empowerment Zones and Enterprise Communities program
chosen
The Empowerment Zones and Enterprise Communities program is a federal initiative that provides tax incentives and grants to stimulate economic development and job creation in distressed urban and rural communities.
-
B.
New Markets Tax Credit Program
The New Markets Tax Credit Program is a U.S. federal initiative that incentivizes private investment in low-income communities by offering tax credits to investors in qualified community development projects.
-
C.
HUBZone Program
The HUBZone Program is a federal initiative that helps small businesses in historically underutilized business zones gain preferential access to government contracting opportunities to stimulate economic development in those areas.
-
D.
Promise Neighborhoods program
The Promise Neighborhoods program is a U.S. federal initiative that supports comprehensive, community-based efforts to improve educational and developmental outcomes for children and youth in distressed neighborhoods.
-
E.
Community Reinvestment Act
The Community Reinvestment Act is a U.S. federal law enacted in 1977 that encourages banks to help meet the credit needs of the communities in which they operate, particularly low- and moderate-income neighborhoods.
- 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_69d81c58feb08190a77bca8bf7d6d20f |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de0248db988190aa43c3723af25f90 |
completed | April 14, 2026, 9 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7b07d872c81908f912263d8f7c80d |
completed | May 3, 2026, 8:30 p.m. |
Created at: April 9, 2026, 10:11 p.m.