Triple
T6312644
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Farafra Oasis |
E141540
|
entity |
| Predicate | administrativeDivision |
P747
|
FINISHED |
| Object |
Markaz Farafra
Markaz Farafra is an administrative district in Egypt’s New Valley Governorate that encompasses the remote Farafra Oasis and surrounding desert areas.
|
E141540
|
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: Markaz Farafra | Statement: [Farafra Oasis, administrativeDivision, Markaz Farafra]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Markaz Farafra Context triple: [Farafra Oasis, administrativeDivision, Markaz Farafra]
-
A.
Dakhla Oasis
Dakhla Oasis is a fertile, historically significant oasis in Egypt’s Western Desert known for its ancient settlements, archaeological sites, and date palm cultivation.
-
B.
Tafilalet Oasis
Tafilalet Oasis is a vast historic oasis region in southeastern Morocco, known as one of the world’s largest oasis complexes and a former center of trans-Saharan trade and early Moroccan dynasties.
-
C.
Farafra Oasis
Farafra Oasis is a remote oasis town in Egypt’s Western Desert, known for its traditional mud-brick architecture and proximity to the surreal landscapes of the White Desert.
-
D.
Ghadames Oasis
Ghadames Oasis is a historic desert oasis settlement in southwestern Libya, renowned for its ancient mud-brick architecture and role as a key stop on trans-Saharan caravan routes.
-
E.
Gash‑Barka
Gash‑Barka is a largely agricultural region in southwestern Eritrea known for its fertile land and role as one of the country’s main food-producing areas.
- 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: Markaz Farafra Triple: [Farafra Oasis, administrativeDivision, Markaz Farafra]
Generated description
Markaz Farafra is an administrative district in Egypt’s New Valley Governorate that encompasses the remote Farafra Oasis and surrounding desert areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Markaz Farafra Target entity description: Markaz Farafra is an administrative district in Egypt’s New Valley Governorate that encompasses the remote Farafra Oasis and surrounding desert areas.
-
A.
Dakhla Oasis
Dakhla Oasis is a fertile, historically significant oasis in Egypt’s Western Desert known for its ancient settlements, archaeological sites, and date palm cultivation.
-
B.
Tafilalet Oasis
Tafilalet Oasis is a vast historic oasis region in southeastern Morocco, known as one of the world’s largest oasis complexes and a former center of trans-Saharan trade and early Moroccan dynasties.
-
C.
Farafra Oasis
chosen
Farafra Oasis is a remote oasis town in Egypt’s Western Desert, known for its traditional mud-brick architecture and proximity to the surreal landscapes of the White Desert.
-
D.
Ghadames Oasis
Ghadames Oasis is a historic desert oasis settlement in southwestern Libya, renowned for its ancient mud-brick architecture and role as a key stop on trans-Saharan caravan routes.
-
E.
Gash‑Barka
Gash‑Barka is a largely agricultural region in southwestern Eritrea known for its fertile land and role as one of the country’s main food-producing areas.
- 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_69c008d00efc8190a36c05b4b4a3bf4b |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0649ea98c819086509e175812c6c0 |
completed | March 22, 2026, 9:52 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c62d2cd75c81908961633a7ccf5dc9 |
completed | March 27, 2026, 7:09 a.m. |
| NEDg | Description generation | batch_69c630a27c7081908be22c89549bb8bf |
completed | March 27, 2026, 7:24 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c63115d7a48190ab586d34b44a2128 |
completed | March 27, 2026, 7:26 a.m. |
Created at: March 22, 2026, 4:28 p.m.