Triple
T6163101
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arab coordination group of development financiers |
E137490
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object |
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.
|
E578560
|
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 Fund for Development | Statement: [Arab coordination group of development financiers, hasMember, Qatar Fund for Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Qatar Fund for Development Context triple: [Arab coordination group of development financiers, hasMember, Qatar Fund for Development]
-
A.
Saudi Fund for Development
The Saudi Fund for Development is Saudi Arabia’s official development finance institution, providing concessional loans and grants to support economic and social development projects in developing countries.
-
B.
Abu Dhabi Fund for Development
The Abu Dhabi Fund for Development is a government-owned financial institution of the United Arab Emirates that provides concessional loans and development assistance to support economic and social projects in developing countries.
-
C.
Kuwait Fund for Arab Economic Development
The Kuwait Fund for Arab Economic Development is a state-owned Kuwaiti development finance institution that provides concessional loans and technical assistance to support economic and social development projects in Arab and other developing countries.
-
D.
Qatar Investment Authority
Qatar Investment Authority is Qatar’s sovereign wealth fund, managing the country’s surplus revenues—primarily from oil and gas—through global investments across diverse asset classes.
-
E.
Qatar National Bank
Qatar National Bank is Qatar’s largest financial institution and one of the leading banks in the Middle East, offering a wide range of banking and financial services domestically and internationally.
- 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 Fund for Development Triple: [Arab coordination group of development financiers, hasMember, Qatar Fund for Development]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Qatar Fund for Development Target entity description: 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.
-
A.
Saudi Fund for Development
The Saudi Fund for Development is Saudi Arabia’s official development finance institution, providing concessional loans and grants to support economic and social development projects in developing countries.
-
B.
Abu Dhabi Fund for Development
The Abu Dhabi Fund for Development is a government-owned financial institution of the United Arab Emirates that provides concessional loans and development assistance to support economic and social projects in developing countries.
-
C.
Kuwait Fund for Arab Economic Development
The Kuwait Fund for Arab Economic Development is a state-owned Kuwaiti development finance institution that provides concessional loans and technical assistance to support economic and social development projects in Arab and other developing countries.
-
D.
Qatar Investment Authority
Qatar Investment Authority is Qatar’s sovereign wealth fund, managing the country’s surplus revenues—primarily from oil and gas—through global investments across diverse asset classes.
-
E.
Qatar National Bank
Qatar National Bank is Qatar’s largest financial institution and one of the leading banks in the Middle East, offering a wide range of banking and financial services domestically and internationally.
- 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_69c008a54fc88190b6ce4416490ca79d |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c05d5e8edc8190a7a394ee832bac9f |
completed | March 22, 2026, 9:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c20d6eefa88190ae55dab8b4ebe06d |
completed | March 24, 2026, 4:05 a.m. |
| NEDg | Description generation | batch_69c214980bbc8190b188b3c821ea13ea |
completed | March 24, 2026, 4:35 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c2157d43048190a0376cdc9024c5f9 |
completed | March 24, 2026, 4:39 a.m. |
Created at: March 22, 2026, 4:17 p.m.