Triple
T598754
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Office for Budget Responsibility |
E11445
|
entity |
| Predicate | publishes |
P80
|
FINISHED |
| Object |
Welfare trends report
The Welfare trends report is a periodic analytical publication by the UK’s Office for Budget Responsibility that examines past, present, and projected government welfare spending and its drivers.
|
E74863
|
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: Welfare trends report | Statement: [Office for Budget Responsibility, publishes, Welfare trends report]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Welfare trends report Context triple: [Office for Budget Responsibility, publishes, Welfare trends report]
-
A.
Beveridge Report
The Beveridge Report was a landmark 1942 British government document that proposed a comprehensive welfare state to combat the "five giants" of want, disease, ignorance, squalor, and idleness, laying the foundation for postwar social reforms.
-
B.
An Inquiry into Well-Being and Destitution
An Inquiry into Well-Being and Destitution is an influential economic and philosophical treatise that rigorously examines the concepts of welfare, poverty, and inequality within a comprehensive theoretical framework.
-
C.
Multidimensional Poverty Index
The Multidimensional Poverty Index is a global measure that assesses poverty by capturing multiple deprivations in health, education, and living standards at the household and individual level.
-
D.
Human Development Report
The Human Development Report is an annual United Nations publication that analyzes global development using measures beyond income, most notably the Human Development Index, to assess and compare countries’ well-being.
-
E.
Affordability Report
The Affordability Report is a flagship research publication by the World Wide Web Foundation that analyzes and benchmarks the cost and accessibility of internet services across countries to promote affordable connectivity.
- 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: Welfare trends report Triple: [Office for Budget Responsibility, publishes, Welfare trends report]
Generated description
The Welfare trends report is a periodic analytical publication by the UK’s Office for Budget Responsibility that examines past, present, and projected government welfare spending and its drivers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Welfare trends report Target entity description: The Welfare trends report is a periodic analytical publication by the UK’s Office for Budget Responsibility that examines past, present, and projected government welfare spending and its drivers.
-
A.
Beveridge Report
The Beveridge Report was a landmark 1942 British government document that proposed a comprehensive welfare state to combat the "five giants" of want, disease, ignorance, squalor, and idleness, laying the foundation for postwar social reforms.
-
B.
An Inquiry into Well-Being and Destitution
An Inquiry into Well-Being and Destitution is an influential economic and philosophical treatise that rigorously examines the concepts of welfare, poverty, and inequality within a comprehensive theoretical framework.
-
C.
Multidimensional Poverty Index
The Multidimensional Poverty Index is a global measure that assesses poverty by capturing multiple deprivations in health, education, and living standards at the household and individual level.
-
D.
Human Development Report
The Human Development Report is an annual United Nations publication that analyzes global development using measures beyond income, most notably the Human Development Index, to assess and compare countries’ well-being.
-
E.
Affordability Report
The Affordability Report is a flagship research publication by the World Wide Web Foundation that analyzes and benchmarks the cost and accessibility of internet services across countries to promote affordable connectivity.
- 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_69a4932779b881908688590d59c71900 |
completed | March 1, 2026, 7:27 p.m. |
| NER | Named-entity recognition | batch_69a49d776c6c819081b41a9b55041cd5 |
completed | March 1, 2026, 8:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a51f36ab388190a418f6d4ffe91d66 |
completed | March 2, 2026, 5:25 a.m. |
| NEDg | Description generation | batch_69a51fed5cf881908565dfb8c798807a |
completed | March 2, 2026, 5:28 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a5206e05148190a1c8c65bad1a637a |
completed | March 2, 2026, 5:30 a.m. |
Created at: March 1, 2026, 7:35 p.m.