Triple
T22465166
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Capital Fund Program |
E555333
|
entity |
| Predicate | replaced |
P101
|
FINISHED |
| Object |
Comprehensive Improvement Assistance Program
The Comprehensive Improvement Assistance Program was a former U.S. Department of Housing and Urban Development initiative that provided funds to public housing agencies for the modernization and rehabilitation of public housing developments.
|
E1536907
|
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: Comprehensive Improvement Assistance Program | Statement: [Capital Fund Program, replaced, Comprehensive Improvement Assistance Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Comprehensive Improvement Assistance Program Context triple: [Capital Fund Program, replaced, Comprehensive Improvement Assistance Program]
-
A.
Technical Assistance for Employers Program
The Technical Assistance for Employers Program is a service of the Oregon Bureau of Labor and Industries that provides guidance, training, and resources to help employers understand and comply with state labor and employment laws.
-
B.
SURE Program
The SURE Program is a U.S. federal farm disaster assistance initiative that provides financial support to agricultural producers who suffer crop losses due to natural disasters.
-
C.
Capital Assistance Program
The Capital Assistance Program was a U.S. Treasury initiative under TARP that provided targeted capital injections to financially stressed but viable banks to support stability in the financial system.
-
D.
Research and National Technical Assistance program
The Research and National Technical Assistance program is a U.S. Economic Development Administration initiative that funds studies, tools, and expert support to help communities and policymakers advance effective economic development strategies nationwide.
-
E.
The Transitional Program
The Transitional Program is Leon Trotsky’s 1938 manifesto for the Fourth International, outlining a strategy of transitional demands intended to bridge workers’ immediate struggles with the goal of socialist revolution.
- 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: Comprehensive Improvement Assistance Program Triple: [Capital Fund Program, replaced, Comprehensive Improvement Assistance Program]
Generated description
The Comprehensive Improvement Assistance Program was a former U.S. Department of Housing and Urban Development initiative that provided funds to public housing agencies for the modernization and rehabilitation of public housing developments.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Comprehensive Improvement Assistance Program Target entity description: The Comprehensive Improvement Assistance Program was a former U.S. Department of Housing and Urban Development initiative that provided funds to public housing agencies for the modernization and rehabilitation of public housing developments.
-
A.
Technical Assistance for Employers Program
The Technical Assistance for Employers Program is a service of the Oregon Bureau of Labor and Industries that provides guidance, training, and resources to help employers understand and comply with state labor and employment laws.
-
B.
SURE Program
The SURE Program is a U.S. federal farm disaster assistance initiative that provides financial support to agricultural producers who suffer crop losses due to natural disasters.
-
C.
Capital Assistance Program
The Capital Assistance Program was a U.S. Treasury initiative under TARP that provided targeted capital injections to financially stressed but viable banks to support stability in the financial system.
-
D.
Research and National Technical Assistance program
The Research and National Technical Assistance program is a U.S. Economic Development Administration initiative that funds studies, tools, and expert support to help communities and policymakers advance effective economic development strategies nationwide.
-
E.
The Transitional Program
The Transitional Program is Leon Trotsky’s 1938 manifesto for the Fourth International, outlining a strategy of transitional demands intended to bridge workers’ immediate struggles with the goal of socialist revolution.
- 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_69e11e51fdec8190adfdf9f8a6362221 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15b82549c8190943c0940bb90bafc |
completed | April 29, 2026, 1:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b0c85a3a481908e3fd8469c2b3a5c |
completed | May 18, 2026, 12:56 p.m. |
| NEDg | Description generation | batch_6a0b0cfa58cc819085e976bf76fbf149 |
completed | May 18, 2026, 12:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b0d534f1481908e74f754426d321f |
completed | May 18, 2026, 1 p.m. |
Created at: April 16, 2026, 8:48 p.m.