Triple
T14521991
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cabinet of Somalia |
E340674
|
entity |
| Predicate | hasPart |
P35
|
FINISHED |
| Object |
Ministry of Public Works of Somalia
The Ministry of Public Works of Somalia is a government department responsible for planning, developing, and maintaining the country’s public infrastructure and construction projects.
|
E1105628
|
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: Ministry of Public Works of Somalia | Statement: [Cabinet of Somalia, hasPart, Ministry of Public Works of Somalia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Public Works of Somalia Context triple: [Cabinet of Somalia, hasPart, Ministry of Public Works of Somalia]
-
A.
Ministry of Interior of Somalia
The Ministry of Interior of Somalia is the government body responsible for internal affairs, including local governance, security administration, and coordination with regional authorities within the country.
-
B.
Ministry of Agriculture of Somalia
The Ministry of Agriculture of Somalia is the national government body responsible for overseeing agricultural policy, food security, and rural development across the country.
-
C.
Ministry of Planning and International Cooperation of Somalia
The Ministry of Planning and International Cooperation of Somalia is a government body responsible for national development planning, economic policy coordination, and managing international aid and partnerships for the country.
-
D.
Ministry of Petroleum and Mineral Resources of Somalia
The Ministry of Petroleum and Mineral Resources of Somalia is the national government body responsible for formulating and overseeing policies, regulation, and development of the country’s oil, gas, and mineral sectors.
-
E.
Ministry of Commerce and Industry of Somalia
The Ministry of Commerce and Industry of Somalia is a government department responsible for formulating and implementing national policies on trade, business development, and industrial growth in Somalia.
- 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: Ministry of Public Works of Somalia Triple: [Cabinet of Somalia, hasPart, Ministry of Public Works of Somalia]
Generated description
The Ministry of Public Works of Somalia is a government department responsible for planning, developing, and maintaining the country’s public infrastructure and construction projects.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ministry of Public Works of Somalia Target entity description: The Ministry of Public Works of Somalia is a government department responsible for planning, developing, and maintaining the country’s public infrastructure and construction projects.
-
A.
Ministry of Interior of Somalia
The Ministry of Interior of Somalia is the government body responsible for internal affairs, including local governance, security administration, and coordination with regional authorities within the country.
-
B.
Ministry of Agriculture of Somalia
The Ministry of Agriculture of Somalia is the national government body responsible for overseeing agricultural policy, food security, and rural development across the country.
-
C.
Ministry of Planning and International Cooperation of Somalia
The Ministry of Planning and International Cooperation of Somalia is a government body responsible for national development planning, economic policy coordination, and managing international aid and partnerships for the country.
-
D.
Ministry of Petroleum and Mineral Resources of Somalia
The Ministry of Petroleum and Mineral Resources of Somalia is the national government body responsible for formulating and overseeing policies, regulation, and development of the country’s oil, gas, and mineral sectors.
-
E.
Ministry of Commerce and Industry of Somalia
The Ministry of Commerce and Industry of Somalia is a government department responsible for formulating and implementing national policies on trade, business development, and industrial growth in Somalia.
- 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_69d822dac79c8190a84a073f3cbaced5 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69de9a72cff08190878b4bed9b0b5eb5 |
completed | April 14, 2026, 7:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd8ab07e08819085a6a21cc9cea1fa |
completed | May 8, 2026, 7:03 a.m. |
| NEDg | Description generation | batch_69fd8c1a07008190ab67087f04bc90db |
completed | May 8, 2026, 7:09 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd8cca08288190a1d3fe200d0efa44 |
completed | May 8, 2026, 7:12 a.m. |
Created at: April 10, 2026, 1:22 a.m.