Triple
T2185615
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mamluk Sultanate |
E49145
|
entity |
| Predicate | language |
P15
|
FINISHED |
| Object |
Mamluk Arabic
Mamluk Arabic is the historical variety of Arabic that developed and was used as the administrative and cultural lingua franca in Egypt and the Levant under the rule of the Mamluk Sultanate.
|
E243040
|
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: Mamluk Arabic | Statement: [Mamluk Sultanate, language, Mamluk Arabic]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mamluk Arabic Context triple: [Mamluk Sultanate, language, Mamluk Arabic]
-
A.
Hassaniya Arabic
Hassaniya Arabic is a variety of Arabic spoken primarily in Mauritania and parts of neighboring West African and Saharan countries, known for its Bedouin roots and distinctive phonology and vocabulary.
-
B.
Egyptian Arabic
Egyptian Arabic is the most widely understood modern Arabic dialect, centered in Egypt and heavily influenced by the speech and media of Cairo.
-
C.
Badawi Najdi Arabic
Badawi Najdi Arabic is a Bedouin variety of the Najdi Arabic dialect spoken primarily by nomadic and tribal communities in central Arabia.
-
D.
Hijazi Arabic
Hijazi Arabic is a major regional variety of Arabic spoken primarily in western Saudi Arabia, especially in the Hijaz region including cities like Mecca, Medina, and Jeddah.
-
E.
Sa'idi Arabic
Sa'idi Arabic is a major variety of Arabic spoken primarily in Upper Egypt, characterized by distinct phonological and lexical features that set it apart from Cairene and Standard Arabic.
- 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: Mamluk Arabic Triple: [Mamluk Sultanate, language, Mamluk Arabic]
Generated description
Mamluk Arabic is the historical variety of Arabic that developed and was used as the administrative and cultural lingua franca in Egypt and the Levant under the rule of the Mamluk Sultanate.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Mamluk Arabic Target entity description: Mamluk Arabic is the historical variety of Arabic that developed and was used as the administrative and cultural lingua franca in Egypt and the Levant under the rule of the Mamluk Sultanate.
-
A.
Hassaniya Arabic
Hassaniya Arabic is a variety of Arabic spoken primarily in Mauritania and parts of neighboring West African and Saharan countries, known for its Bedouin roots and distinctive phonology and vocabulary.
-
B.
Egyptian Arabic
Egyptian Arabic is the most widely understood modern Arabic dialect, centered in Egypt and heavily influenced by the speech and media of Cairo.
-
C.
Badawi Najdi Arabic
Badawi Najdi Arabic is a Bedouin variety of the Najdi Arabic dialect spoken primarily by nomadic and tribal communities in central Arabia.
-
D.
Hijazi Arabic
Hijazi Arabic is a major regional variety of Arabic spoken primarily in western Saudi Arabia, especially in the Hijaz region including cities like Mecca, Medina, and Jeddah.
-
E.
Sa'idi Arabic
Sa'idi Arabic is a major variety of Arabic spoken primarily in Upper Egypt, characterized by distinct phonological and lexical features that set it apart from Cairene and Standard Arabic.
- 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_69a88aa72d348190a9544bb5b8a4e71d |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abbf1009788190973cf94db68fbb6b |
completed | March 7, 2026, 6 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae5dab44008190aeb4f77b73db2b36 |
completed | March 9, 2026, 5:42 a.m. |
| NEDg | Description generation | batch_69ae5e5f023081909cd046b5850f8026 |
completed | March 9, 2026, 5:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae5ef99018819083a778378ea493e8 |
completed | March 9, 2026, 5:47 a.m. |
Created at: March 4, 2026, 7:45 p.m.