Triple
T12028046
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | GEAR (Growth, Employment and Redistribution) strategy |
E286328
|
entity |
| Predicate | precededBy |
P97
|
FINISHED |
| Object | Reconstruction and Development Programme |
E707737
|
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: Reconstruction and Development Programme | Statement: [GEAR (Growth, Employment and Redistribution) strategy, precededBy, Reconstruction and Development Programme]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Reconstruction and Development Programme Context triple: [GEAR (Growth, Employment and Redistribution) strategy, precededBy, Reconstruction and Development Programme]
-
A.
Reconstruction and Development Programme
chosen
The Reconstruction and Development Programme was a post-apartheid socio-economic policy framework in South Africa aimed at redressing historical inequalities through housing, services, and development initiatives.
-
B.
National Transformation Program
The National Transformation Program is a key Saudi government initiative aimed at diversifying the economy, improving public sector efficiency, and enhancing quality of life as part of the broader Vision 2030 reform agenda.
-
C.
National Reform Programmes
National Reform Programmes are country-specific policy and reform plans prepared by EU member states to implement and report on their economic and structural reform commitments under the Lisbon Strategy.
-
D.
All-Union Programme
The All-Union Programme was the primary nationwide television channel of the Soviet Union, broadcasting central news, cultural programming, and major state events to audiences across the USSR.
-
E.
Humanitarian Programme Cycle
The Humanitarian Programme Cycle is the coordinated framework used by humanitarian actors to assess needs, plan, resource, implement, and monitor emergency response in crisis-affected contexts.
- 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_69d6ab4669e48190b59246358b0383ab |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d903f13ae8819097a5740f7c51df82 |
completed | April 10, 2026, 2:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f48b8111b88190a42a8904a2d26862 |
completed | May 1, 2026, 11:16 a.m. |
Created at: April 8, 2026, 9:47 p.m.