Triple
T9106778
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Housing Program |
E218496
|
entity |
| Predicate | implementedBy |
P172
|
FINISHED |
| Object | Ministry of Municipal and Rural Affairs and Housing (Saudi Arabia) |
E288571
|
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: Ministry of Municipal and Rural Affairs and Housing (Saudi Arabia) | Statement: [Housing Program, implementedBy, Ministry of Municipal and Rural Affairs and Housing (Saudi Arabia)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Municipal and Rural Affairs and Housing (Saudi Arabia) Context triple: [Housing Program, implementedBy, Ministry of Municipal and Rural Affairs and Housing (Saudi Arabia)]
-
A.
Saudi Ministry of Municipal and Rural Affairs and Housing
chosen
The Saudi Ministry of Municipal and Rural Affairs and Housing is a government body responsible for overseeing urban planning, municipal services, rural development, and housing policies across Saudi Arabia.
-
B.
Ministry of Housing and Urban Planning (Bahrain)
The Ministry of Housing and Urban Planning (Bahrain) is a government ministry responsible for formulating and implementing national policies and projects related to housing development and urban planning across the Kingdom of Bahrain.
-
C.
Ministry of Housing and Urban Planning (Oman)
The Ministry of Housing and Urban Planning (Oman) is the Omani government body responsible for national housing policy, urban development, land management, and spatial planning across the Sultanate.
-
D.
Riyadh municipal authorities
Riyadh municipal authorities are the local government body responsible for urban planning, public services, and administration within the city of Riyadh, Saudi Arabia.
-
E.
Ministry of Economy and Planning of Saudi Arabia
The Ministry of Economy and Planning of Saudi Arabia is the government body responsible for national economic planning and development, playing a central role in shaping and coordinating the Kingdom’s long-term transformation agenda.
- 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_69ca83db7448819090d0a5de842ef2ac |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca57286a88190b256d2461c5c0aed |
completed | April 1, 2026, 4:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d01842c12c81909fdb57b60e2f11f1 |
completed | April 3, 2026, 7:42 p.m. |
Created at: March 30, 2026, 7:16 p.m.