Triple
T5817885
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Economic Development Administration |
E129030
|
entity |
| Predicate | program |
P804
|
FINISHED |
| Object |
Local Technical Assistance program
The Local Technical Assistance program is a U.S. Economic Development Administration initiative that provides technical and planning support to communities and organizations to help them address economic development challenges and opportunities.
|
E548103
|
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: Local Technical Assistance program | Statement: [Economic Development Administration, program, Local Technical Assistance program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Local Technical Assistance program Context triple: [Economic Development Administration, program, Local Technical Assistance program]
-
A.
Technical Services Program
The Technical Services Program is a preservation initiative of the New York Landmarks Conservancy that provides expert architectural and conservation guidance to help maintain and restore historic buildings and landmarks.
-
B.
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.
-
C.
Extra Help program
The Extra Help program is a federal assistance initiative that helps low-income Medicare beneficiaries pay for their Medicare Part D prescription drug costs, including premiums, deductibles, and copayments.
-
D.
In-Home Supportive Services program
The In-Home Supportive Services program is a California public assistance program that helps low-income elderly, blind, and disabled individuals receive personal care and domestic services in their own homes to avoid institutionalization.
-
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. 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: Local Technical Assistance program Triple: [Economic Development Administration, program, Local Technical Assistance program]
Generated description
The Local Technical Assistance program is a U.S. Economic Development Administration initiative that provides technical and planning support to communities and organizations to help them address economic development challenges and opportunities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Local Technical Assistance program Target entity description: The Local Technical Assistance program is a U.S. Economic Development Administration initiative that provides technical and planning support to communities and organizations to help them address economic development challenges and opportunities.
-
A.
Technical Services Program
The Technical Services Program is a preservation initiative of the New York Landmarks Conservancy that provides expert architectural and conservation guidance to help maintain and restore historic buildings and landmarks.
-
B.
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.
-
C.
Extra Help program
The Extra Help program is a federal assistance initiative that helps low-income Medicare beneficiaries pay for their Medicare Part D prescription drug costs, including premiums, deductibles, and copayments.
-
D.
In-Home Supportive Services program
The In-Home Supportive Services program is a California public assistance program that helps low-income elderly, blind, and disabled individuals receive personal care and domestic services in their own homes to avoid institutionalization.
-
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. 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.