Triple
T13427021
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Education City |
E313507
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Qatar National Vision 2030 initiatives
Qatar National Vision 2030 initiatives are a set of long-term strategic programs and reforms designed to transform Qatar into a diversified, knowledge-based, and sustainable economy by the year 2030.
|
E1038352
|
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: Qatar National Vision 2030 initiatives | Statement: [Education City, partOf, Qatar National Vision 2030 initiatives]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Qatar National Vision 2030 initiatives Context triple: [Education City, partOf, Qatar National Vision 2030 initiatives]
-
A.
Saudi Vision 2030
Saudi Vision 2030 is Saudi Arabia’s long-term national transformation program aimed at diversifying its oil-dependent economy, modernizing society, and expanding private-sector and non-oil industries by the year 2030.
-
B.
Abu Dhabi Economic Vision 2030
Abu Dhabi Economic Vision 2030 is the emirate’s long-term strategic framework to diversify its economy beyond oil, foster sustainable growth, and develop a competitive, knowledge-based society by the year 2030.
-
C.
Arabian Gulf Development
Arabian Gulf Development is a company that provides commercial sponsorship and support to major football competitions in the United Arab Emirates.
-
D.
Qatar Fund for Development
Qatar Fund for Development is Qatar’s state development agency that provides foreign aid and financing for humanitarian, educational, and economic development projects in partner countries worldwide.
-
E.
Kuwait national development plan
The Kuwait national development plan is a long-term government strategy aimed at transforming Kuwait into a regional financial, commercial, and logistical hub through large-scale infrastructure, economic diversification, and social development projects.
- 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: Qatar National Vision 2030 initiatives Triple: [Education City, partOf, Qatar National Vision 2030 initiatives]
Generated description
Qatar National Vision 2030 initiatives are a set of long-term strategic programs and reforms designed to transform Qatar into a diversified, knowledge-based, and sustainable economy by the year 2030.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Qatar National Vision 2030 initiatives Target entity description: Qatar National Vision 2030 initiatives are a set of long-term strategic programs and reforms designed to transform Qatar into a diversified, knowledge-based, and sustainable economy by the year 2030.
-
A.
Saudi Vision 2030
Saudi Vision 2030 is Saudi Arabia’s long-term national transformation program aimed at diversifying its oil-dependent economy, modernizing society, and expanding private-sector and non-oil industries by the year 2030.
-
B.
Abu Dhabi Economic Vision 2030
Abu Dhabi Economic Vision 2030 is the emirate’s long-term strategic framework to diversify its economy beyond oil, foster sustainable growth, and develop a competitive, knowledge-based society by the year 2030.
-
C.
Arabian Gulf Development
Arabian Gulf Development is a company that provides commercial sponsorship and support to major football competitions in the United Arab Emirates.
-
D.
Qatar Fund for Development
Qatar Fund for Development is Qatar’s state development agency that provides foreign aid and financing for humanitarian, educational, and economic development projects in partner countries worldwide.
-
E.
Kuwait national development plan
The Kuwait national development plan is a long-term government strategy aimed at transforming Kuwait into a regional financial, commercial, and logistical hub through large-scale infrastructure, economic diversification, and social development projects.
- 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_69d806ad0c44819088833ae1ec9e9690 |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaed1f9208190bf5ef5b8a7ded376 |
completed | April 12, 2026, 2:40 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f730883cb48190add9469c48dc3e89 |
completed | May 3, 2026, 11:24 a.m. |
| NEDg | Description generation | batch_69f7311f14988190989e319741ef0ccf |
completed | May 3, 2026, 11:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f731e24d508190a896875210be3189 |
completed | May 3, 2026, 11:30 a.m. |
Created at: April 9, 2026, 9:40 p.m.