Triple
T4892677
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | CDBG |
E109600
|
entity |
| Predicate | hasComponent |
P35
|
FINISHED |
| Object | CDBG Entitlement Program |
E20078
|
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: CDBG Entitlement Program | Statement: [CDBG, hasComponent, CDBG Entitlement Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: CDBG Entitlement Program Context triple: [CDBG, hasComponent, CDBG Entitlement Program]
-
A.
CDBG
CDBG is a federal U.S. grant program that provides flexible funding to states and local governments to support housing, infrastructure, and economic development in low- and moderate-income communities.
-
B.
Certified Local Government program
The Certified Local Government program is a federal partnership initiative that supports and empowers local governments to actively participate in historic preservation planning and decision-making within their communities.
-
C.
Community Development Block Grant program
chosen
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.
-
D.
Neighborhood Stabilization Program
The Neighborhood Stabilization Program is a federal initiative created to help communities recover from the foreclosure crisis by funding the purchase, rehabilitation, and redevelopment of abandoned and foreclosed homes.
-
E.
Empowerment Zones and Enterprise Communities program
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.
- 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_69bd4410bbf88190aad50d2451c863d6 |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd6e257b0481909fd60eb29351b6d8 |
completed | March 20, 2026, 3:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be6fc2f00881908cae1e68df2019e3 |
completed | March 21, 2026, 10:15 a.m. |
Created at: March 20, 2026, 1:28 p.m.