Triple
T1956585
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Saudi Vision 2030 |
E42282
|
entity |
| Predicate | includesProgram |
P1393
|
FINISHED |
| Object |
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.
|
E218493
|
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: Quality of Life Program | Statement: [Saudi Vision 2030, includesProgram, Quality of Life Program]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Quality of Life Program Context triple: [Saudi Vision 2030, includesProgram, Quality of Life Program]
-
A.
Continuum of Care Program
The Continuum of Care Program is a U.S. Department of Housing and Urban Development (HUD) initiative that funds and coordinates community-based efforts to end homelessness through housing and supportive services.
-
B.
Lifeline program
The Lifeline program is a U.S. federal initiative that provides discounted phone and broadband services to low-income consumers to help ensure affordable access to communications.
-
C.
Mental Health Program
The Mental Health Program is a Carter Center initiative dedicated to improving access to mental health care, reducing stigma, and advancing mental health policies worldwide.
-
D.
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.
-
E.
Health Center Program
The Health Center Program is a U.S. federal initiative that funds and supports community-based health centers to provide comprehensive primary care services, particularly for underserved and vulnerable populations.
- 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: Quality of Life Program Triple: [Saudi Vision 2030, includesProgram, Quality of Life Program]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Quality of Life Program Target entity description: 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.
-
A.
Continuum of Care Program
The Continuum of Care Program is a U.S. Department of Housing and Urban Development (HUD) initiative that funds and coordinates community-based efforts to end homelessness through housing and supportive services.
-
B.
Lifeline program
The Lifeline program is a U.S. federal initiative that provides discounted phone and broadband services to low-income consumers to help ensure affordable access to communications.
-
C.
Mental Health Program
The Mental Health Program is a Carter Center initiative dedicated to improving access to mental health care, reducing stigma, and advancing mental health policies worldwide.
-
D.
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.
-
E.
Health Center Program
The Health Center Program is a U.S. federal initiative that funds and supports community-based health centers to provide comprehensive primary care services, particularly for underserved and vulnerable populations.
- 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_69a8870eea088190a38781990812a9bc |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb37b4a38819099f98be92be91ade |
completed | March 7, 2026, 5:11 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69adfbca5a7081908f3fa8eaa8f5aa3d |
completed | March 8, 2026, 10:44 p.m. |
| NEDg | Description generation | batch_69adfc6bd8e08190a065a89ab3412126 |
completed | March 8, 2026, 10:47 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69adfcee414c8190b1a0574f6bd55602 |
completed | March 8, 2026, 10:49 p.m. |
Created at: March 4, 2026, 7:36 p.m.