Triple
T3540177
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Welfare trends report |
E74863
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Economic and fiscal outlook |
E74861
|
NE FINISHED |
How this triple was built (2 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: Economic and fiscal outlook | Statement: [Welfare trends report, relatedTo, Economic and fiscal outlook]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Economic and fiscal outlook Context triple: [Welfare trends report, relatedTo, Economic and fiscal outlook]
-
A.
Economic and fiscal outlook
chosen
The Economic and fiscal outlook is the UK Office for Budget Responsibility’s flagship report providing independent forecasts and analysis of the country’s public finances and wider economy.
-
B.
Summary of Economic Projections
The Summary of Economic Projections is a quarterly report in which Federal Reserve policymakers present their forecasts for key U.S. economic indicators and the future path of monetary policy.
-
C.
Fiscal risks report
The Fiscal risks report is a periodic assessment by the UK’s Office for Budget Responsibility that analyses potential threats to the public finances over the medium to long term.
-
D.
Economic Window
The Economic Window is a financing division of the SAARC Development Fund that supports regional economic and infrastructure projects to promote growth and integration among South Asian countries.
-
E.
Economic Bulletin
Economic Bulletin is a regular analytical publication of the Bank of Italy that provides assessments of Italy’s and the euro area’s economic and financial conditions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ad85d274cc8190ab59c97298a1cfbf |
completed | March 8, 2026, 2:21 p.m. |
| NER | Named-entity recognition | batch_69adbccbbb5c8190a951754dda5fc642 |
completed | March 8, 2026, 6:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b3bb8b7fac81908c18d3f868aeba44 |
completed | March 13, 2026, 7:23 a.m. |
Created at: March 8, 2026, 3:20 p.m.