Triple
T5817884
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Economic Development Administration |
E129030
|
entity |
| Predicate | program |
P804
|
FINISHED |
| Object |
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.
|
E548102
|
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: Research and National Technical Assistance program | Statement: [Economic Development Administration, program, Research and National Technical Assistance program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Research and National Technical Assistance program Context triple: [Economic Development Administration, program, Research and National Technical Assistance program]
-
A.
Expanded Programme of Technical Assistance
The Expanded Programme of Technical Assistance was an early United Nations initiative that provided technical aid and expertise to developing countries, laying groundwork for the later creation of the UN Development Programme.
-
B.
Research and Special Programs Administration
The Research and Special Programs Administration was a former agency within the U.S. Department of Transportation responsible for overseeing pipeline safety, hazardous materials transportation, and transportation research before its functions were reorganized into successor agencies.
-
C.
National Emphasis Programs
National Emphasis Programs are targeted OSHA enforcement initiatives that focus inspection and compliance efforts on specific high-hazard industries, processes, or safety and health issues.
-
D.
Specific International Programme to Support Capacity-Building and Technical Assistance
The Specific International Programme to Support Capacity-Building and Technical Assistance is a funding mechanism that helps countries, particularly developing nations and those with economies in transition, strengthen their institutional and technical capacity to implement the Minamata Convention on Mercury.
-
E.
National Academy Program
The National Academy Program is an elite professional development course for law enforcement leaders, providing advanced training in areas such as leadership, forensics, and criminal justice.
- 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: Research and National Technical Assistance program Triple: [Economic Development Administration, program, Research and National Technical Assistance program]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Research and National Technical Assistance program Target entity description: 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.
-
A.
Expanded Programme of Technical Assistance
The Expanded Programme of Technical Assistance was an early United Nations initiative that provided technical aid and expertise to developing countries, laying groundwork for the later creation of the UN Development Programme.
-
B.
Research and Special Programs Administration
The Research and Special Programs Administration was a former agency within the U.S. Department of Transportation responsible for overseeing pipeline safety, hazardous materials transportation, and transportation research before its functions were reorganized into successor agencies.
-
C.
National Emphasis Programs
National Emphasis Programs are targeted OSHA enforcement initiatives that focus inspection and compliance efforts on specific high-hazard industries, processes, or safety and health issues.
-
D.
Specific International Programme to Support Capacity-Building and Technical Assistance
The Specific International Programme to Support Capacity-Building and Technical Assistance is a funding mechanism that helps countries, particularly developing nations and those with economies in transition, strengthen their institutional and technical capacity to implement the Minamata Convention on Mercury.
-
E.
National Academy Program
The National Academy Program is an elite professional development course for law enforcement leaders, providing advanced training in areas such as leadership, forensics, and criminal justice.
- 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_69c0084869e881908d7859492183ca7b |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c033e36cbc81908f1ef1a1a310674c |
completed | March 22, 2026, 6:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c0985399488190bcab9702e3b88539 |
completed | March 23, 2026, 1:33 a.m. |
| NEDg | Description generation | batch_69c0990d00e88190b9f2b34a8cedda3a |
completed | March 23, 2026, 1:36 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c099770ca88190a91815ec055f6df8 |
completed | March 23, 2026, 1:37 a.m. |
Created at: March 22, 2026, 3:53 p.m.