Triple
T2520149
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department of Social Welfare and Development |
E55502
|
entity |
| Predicate | overseesProgram |
P86
|
FINISHED |
| Object |
Sustainable Livelihood Program
The Sustainable Livelihood Program is a Philippine government initiative that provides capacity-building, skills training, and livelihood assistance to poor and vulnerable households to help them achieve sustainable income and economic self-sufficiency.
|
E275400
|
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: Sustainable Livelihood Program | Statement: [Department of Social Welfare and Development, overseesProgram, Sustainable Livelihood Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sustainable Livelihood Program Context triple: [Department of Social Welfare and Development, overseesProgram, Sustainable Livelihood Program]
-
A.
Food, Forests and Water Program
The Food, Forests and Water Program is a World Resources Institute initiative focused on promoting sustainable land use, protecting forests and water resources, and improving food security in the face of climate and development challenges.
-
B.
Rural Education Achievement Program
The Rural Education Achievement Program is a federal initiative that provides targeted financial and technical support to help small, rural school districts improve student achievement and educational opportunities.
-
C.
Quality of Life Program
The Quality of Life Program is a Saudi Vision 2030 initiative aimed at enhancing individuals’ lifestyles and well-being by improving cultural, entertainment, sports, and urban infrastructure across the Kingdom.
-
D.
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.
-
E.
Family Self-Sufficiency Program for participating families
The Family Self-Sufficiency Program for participating families is a HUD-supported initiative that helps Section 8 voucher households increase their earned income and reduce dependence on public assistance through case management, goal-setting, and escrow savings.
- 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: Sustainable Livelihood Program Triple: [Department of Social Welfare and Development, overseesProgram, Sustainable Livelihood Program]
Generated description
The Sustainable Livelihood Program is a Philippine government initiative that provides capacity-building, skills training, and livelihood assistance to poor and vulnerable households to help them achieve sustainable income and economic self-sufficiency.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sustainable Livelihood Program Target entity description: The Sustainable Livelihood Program is a Philippine government initiative that provides capacity-building, skills training, and livelihood assistance to poor and vulnerable households to help them achieve sustainable income and economic self-sufficiency.
-
A.
Food, Forests and Water Program
The Food, Forests and Water Program is a World Resources Institute initiative focused on promoting sustainable land use, protecting forests and water resources, and improving food security in the face of climate and development challenges.
-
B.
Rural Education Achievement Program
The Rural Education Achievement Program is a federal initiative that provides targeted financial and technical support to help small, rural school districts improve student achievement and educational opportunities.
-
C.
Quality of Life Program
The Quality of Life Program is a Saudi Vision 2030 initiative aimed at enhancing individuals’ lifestyles and well-being by improving cultural, entertainment, sports, and urban infrastructure across the Kingdom.
-
D.
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.
-
E.
Family Self-Sufficiency Program for participating families
The Family Self-Sufficiency Program for participating families is a HUD-supported initiative that helps Section 8 voucher households increase their earned income and reduce dependence on public assistance through case management, goal-setting, and escrow savings.
- 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_69ab49e4749c8190813311efd1630f1b |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abd2343e3081908819dc58d8ff40ce |
completed | March 7, 2026, 7:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af2ba2adc081908a0c7ff24db89de6 |
completed | March 9, 2026, 8:20 p.m. |
| NEDg | Description generation | batch_69af51dee3508190a0d1608a7d905742 |
completed | March 9, 2026, 11:03 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69af52a97d008190b55491fa557eb729 |
completed | March 9, 2026, 11:07 p.m. |
Created at: March 6, 2026, 9:46 p.m.