Triple
T1040830
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | OpenSpending |
E22464
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
OpenSpending Next
OpenSpending Next is a modern iteration of the OpenSpending project, focused on improved tools and interfaces for exploring, analyzing, and visualizing public financial data.
|
E22464
|
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: OpenSpending Next | Statement: [OpenSpending, relatedTo, OpenSpending Next]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: OpenSpending Next Context triple: [OpenSpending, relatedTo, OpenSpending Next]
-
A.
OpenSpending
OpenSpending is an open data project and platform that collects, visualizes, and makes government and public financial information accessible and analyzable.
-
B.
CKAN
CKAN is an open-source data management system widely used by governments and organizations to publish, catalog, and share open data.
-
C.
Open Data Index
Open Data Index is a global initiative that evaluates and ranks the openness and accessibility of government data across countries.
-
D.
Open Data Lab
Open Data Lab is a World Wide Web Foundation initiative that supports the use of open data to drive social impact, innovation, and better governance, particularly in developing countries.
-
E.
Spending Review
The Spending Review is a periodic UK government process that sets multi-year departmental budgets and outlines public spending priorities.
- 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: OpenSpending Next Triple: [OpenSpending, relatedTo, OpenSpending Next]
Generated description
OpenSpending Next is a modern iteration of the OpenSpending project, focused on improved tools and interfaces for exploring, analyzing, and visualizing public financial data.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: OpenSpending Next Target entity description: OpenSpending Next is a modern iteration of the OpenSpending project, focused on improved tools and interfaces for exploring, analyzing, and visualizing public financial data.
-
A.
OpenSpending
chosen
OpenSpending is an open data project and platform that collects, visualizes, and makes government and public financial information accessible and analyzable.
-
B.
CKAN
CKAN is an open-source data management system widely used by governments and organizations to publish, catalog, and share open data.
-
C.
Open Data Index
Open Data Index is a global initiative that evaluates and ranks the openness and accessibility of government data across countries.
-
D.
Open Data Lab
Open Data Lab is a World Wide Web Foundation initiative that supports the use of open data to drive social impact, innovation, and better governance, particularly in developing countries.
-
E.
Spending Review
The Spending Review is a periodic UK government process that sets multi-year departmental budgets and outlines public spending priorities.
- F. None of above.
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_69a493d91478819094cc01fb65564bc1 |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4b82e4d2c81909ca1264852baf04d |
completed | March 1, 2026, 10:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac5ea00134819093161cb9a38ee2b9 |
completed | March 7, 2026, 5:21 p.m. |
| NEDg | Description generation | batch_69ac5ff47f98819098549c6a6a423884 |
completed | March 7, 2026, 5:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac60568248819098b5225464a6234b |
completed | March 7, 2026, 5:28 p.m. |
Created at: March 1, 2026, 7:41 p.m.