Triple
T213160
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Egyptian National Railways network |
E4759
|
entity |
| Predicate | regulatesBy |
P4784
|
FINISHED |
| Object |
Ministry of Transport of Egypt
The Ministry of Transport of Egypt is the government body responsible for planning, regulating, and overseeing Egypt’s national transportation systems, including railways, roads, and maritime infrastructure.
|
E27663
|
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 Transport of Egypt | Statement: [Egyptian National Railways network, regulatesBy, Ministry of Transport of Egypt]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ministry of Transport of Egypt Context triple: [Egyptian National Railways network, regulatesBy, Ministry of Transport of Egypt]
-
A.
Ministry of Petroleum and Mineral Resources of Egypt
The Ministry of Petroleum and Mineral Resources of Egypt is the national governmental body responsible for managing and regulating the country’s oil, gas, and mineral resources sectors.
-
B.
Ministry of Interior of Egypt
The Ministry of Interior of Egypt is the national governmental body responsible for internal security, law enforcement, and public order across the country.
-
C.
Ministry of Finance of Egypt
The Ministry of Finance of Egypt is the cabinet-level government body responsible for formulating and implementing the country’s fiscal policy, managing public finances, and overseeing state revenues and expenditures.
-
D.
Ministry of Electricity and Renewable Energy of Egypt
The Ministry of Electricity and Renewable Energy of Egypt is the national governmental body responsible for formulating and implementing Egypt’s policies on electric power generation, transmission, distribution, and the development of renewable energy sources.
-
E.
Ministry of Foreign Affairs of Egypt
The Ministry of Foreign Affairs of Egypt is the cabinet-level body responsible for managing Egypt’s diplomatic relations, foreign policy, and international representation.
- 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 Transport of Egypt Triple: [Egyptian National Railways network, regulatesBy, Ministry of Transport of Egypt]
Generated description
The Ministry of Transport of Egypt is the government body responsible for planning, regulating, and overseeing Egypt’s national transportation systems, including railways, roads, and maritime infrastructure.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ministry of Transport of Egypt Target entity description: The Ministry of Transport of Egypt is the government body responsible for planning, regulating, and overseeing Egypt’s national transportation systems, including railways, roads, and maritime infrastructure.
-
A.
Ministry of Petroleum and Mineral Resources of Egypt
The Ministry of Petroleum and Mineral Resources of Egypt is the national governmental body responsible for managing and regulating the country’s oil, gas, and mineral resources sectors.
-
B.
Ministry of Interior of Egypt
The Ministry of Interior of Egypt is the national governmental body responsible for internal security, law enforcement, and public order across the country.
-
C.
Ministry of Finance of Egypt
The Ministry of Finance of Egypt is the cabinet-level government body responsible for formulating and implementing the country’s fiscal policy, managing public finances, and overseeing state revenues and expenditures.
-
D.
Ministry of Electricity and Renewable Energy of Egypt
The Ministry of Electricity and Renewable Energy of Egypt is the national governmental body responsible for formulating and implementing Egypt’s policies on electric power generation, transmission, distribution, and the development of renewable energy sources.
-
E.
Ministry of Foreign Affairs of Egypt
The Ministry of Foreign Affairs of Egypt is the cabinet-level body responsible for managing Egypt’s diplomatic relations, foreign policy, and international representation.
- 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_69a2575cb1dc8190a01ad332426dc339 |
completed | Feb. 28, 2026, 2:47 a.m. |
| NER | Named-entity recognition | batch_69a25c313d108190a65d3e939f961bef |
completed | Feb. 28, 2026, 3:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3441cc15c8190910b1b9e5dbb4910 |
completed | Feb. 28, 2026, 7:38 p.m. |
| NEDg | Description generation | batch_69a344e390f4819090ec79beb681310a |
completed | Feb. 28, 2026, 7:41 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a34551abac8190a1d3f2fc3f783c71 |
completed | Feb. 28, 2026, 7:43 p.m. |
Created at: Feb. 28, 2026, 2:52 a.m.