Triple
T190875
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Naguib Mahfouz |
E3717
|
entity |
| Predicate | employer |
P7
|
FINISHED |
| Object |
Egyptian civil service
The Egyptian civil service is the government bureaucracy of Egypt responsible for administering public policy and state functions through its professional corps of civil servants.
|
E1335
|
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: Egyptian civil service | Statement: [Naguib Mahfouz, employer, Egyptian civil service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Egyptian civil service Context triple: [Naguib Mahfouz, employer, Egyptian civil service]
-
A.
Cabinet of Egypt
The Cabinet of Egypt is the highest executive authority in the country, composed of the prime minister and ministers who oversee government policy and administration.
-
B.
Egyptian government
The Egyptian government is the central governing authority of Egypt, responsible for national administration, legislation, and public policy across the country.
-
C.
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.
-
D.
Department of Egyptian Archaeology
The Department of Egyptian Archaeology is an academic unit at Cairo University's Faculty of Archaeology specializing in the study, research, and teaching of ancient Egyptian history, culture, and material remains.
-
E.
Parliament of Egypt
The Parliament of Egypt is the country's national legislative body responsible for enacting laws, overseeing the government, and representing the Egyptian people.
- 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: Egyptian civil service Triple: [Naguib Mahfouz, employer, Egyptian civil service]
Generated description
The Egyptian civil service is the government bureaucracy of Egypt responsible for administering public policy and state functions through its professional corps of civil servants.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Egyptian civil service Target entity description: The Egyptian civil service is the government bureaucracy of Egypt responsible for administering public policy and state functions through its professional corps of civil servants.
-
A.
Cabinet of Egypt
The Cabinet of Egypt is the highest executive authority in the country, composed of the prime minister and ministers who oversee government policy and administration.
-
B.
Egyptian government
chosen
The Egyptian government is the central governing authority of Egypt, responsible for national administration, legislation, and public policy across the country.
-
C.
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.
-
D.
Department of Egyptian Archaeology
The Department of Egyptian Archaeology is an academic unit at Cairo University's Faculty of Archaeology specializing in the study, research, and teaching of ancient Egyptian history, culture, and material remains.
-
E.
Parliament of Egypt
The Parliament of Egypt is the country's national legislative body responsible for enacting laws, overseeing the government, and representing the Egyptian people.
- F. None of above.
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_69a2548debd48190ae3a06d6e65b53c6 |
completed | Feb. 28, 2026, 2:35 a.m. |
| NER | Named-entity recognition | batch_69a25964fc5c8190bd3e37daaf695ecf |
completed | Feb. 28, 2026, 2:56 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a305e64a9081908f147299826d5ae9 |
completed | Feb. 28, 2026, 3:12 p.m. |
| NEDg | Description generation | batch_69a30679b0648190975dcfaf4f9846bf |
completed | Feb. 28, 2026, 3:15 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69a306e6ce6c8190a77d42643914b03a |
completed | Feb. 28, 2026, 3:16 p.m. |
Created at: Feb. 28, 2026, 2:41 a.m.