Triple
T1025630
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fezzan |
E22133
|
entity |
| Predicate | containsOasis |
P1888
|
FINISHED |
| Object |
Murzuq Oasis
Murzuq Oasis is a desert oasis settlement in southwestern Libya’s Fezzan region, historically serving as a key stop on trans-Saharan trade routes.
|
E126427
|
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: Murzuq Oasis | Statement: [Fezzan, containsOasis, Murzuq Oasis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Murzuq Oasis Context triple: [Fezzan, containsOasis, Murzuq Oasis]
-
A.
Wadi an-Nar
Wadi an-Nar is the Arabic name for the Kidron Valley’s seasonal watercourse that runs between Jerusalem and the Dead Sea.
-
B.
Wadi Rum
Wadi Rum is a vast desert valley in southern Jordan known for its dramatic sandstone mountains, red sand dunes, and use as a filming location for Mars-like landscapes.
-
C.
Salar
Salar is a Turkic ethnic group primarily residing in northwestern China, known for speaking the Salar language and practicing Islam.
-
D.
Oasis of Mara
Oasis of Mara is a historic desert spring and palm oasis in Twentynine Palms, California, known as a vital water source and cultural site for Native American tribes and early settlers.
-
E.
Khora
Khora is one of the now nearly extinct indigenous languages once spoken by the Great Andamanese people of the Andaman Islands in India.
- 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: Murzuq Oasis Triple: [Fezzan, containsOasis, Murzuq Oasis]
Generated description
Murzuq Oasis is a desert oasis settlement in southwestern Libya’s Fezzan region, historically serving as a key stop on trans-Saharan trade routes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Murzuq Oasis Target entity description: Murzuq Oasis is a desert oasis settlement in southwestern Libya’s Fezzan region, historically serving as a key stop on trans-Saharan trade routes.
-
A.
Wadi an-Nar
Wadi an-Nar is the Arabic name for the Kidron Valley’s seasonal watercourse that runs between Jerusalem and the Dead Sea.
-
B.
Wadi Rum
Wadi Rum is a vast desert valley in southern Jordan known for its dramatic sandstone mountains, red sand dunes, and use as a filming location for Mars-like landscapes.
-
C.
Salar
Salar is a Turkic ethnic group primarily residing in northwestern China, known for speaking the Salar language and practicing Islam.
-
D.
Oasis of Mara
Oasis of Mara is a historic desert spring and palm oasis in Twentynine Palms, California, known as a vital water source and cultural site for Native American tribes and early settlers.
-
E.
Khora
Khora is one of the now nearly extinct indigenous languages once spoken by the Great Andamanese people of the Andaman Islands in India.
- 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_69a493d6e380819097b384986ffc315c |
completed | March 1, 2026, 7:30 p.m. |
| NER | Named-entity recognition | batch_69a4bb71e7f88190bf33bbe5ef2c68ff |
completed | March 1, 2026, 10:19 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac4c15bb8481909ba68f5807581b18 |
completed | March 7, 2026, 4:02 p.m. |
| NEDg | Description generation | batch_69ac4d3d095881908276f22c93efe52b |
completed | March 7, 2026, 4:07 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac4daf3f08819085dba18f97b09961 |
completed | March 7, 2026, 4:09 p.m. |
Created at: March 1, 2026, 7:41 p.m.