Triple
T18317308
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bani Yas tribal confederation |
E438780
|
entity |
| Predicate | centeredIn |
P4751
|
FINISHED |
| Object |
Liwa Oasis
Liwa Oasis is a historic desert settlement in the Empty Quarter of the United Arab Emirates, known as the ancestral homeland of Abu Dhabi’s ruling families and a key center of early date farming and Bedouin culture.
|
E1318720
|
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: Liwa Oasis | Statement: [Bani Yas tribal confederation, centeredIn, Liwa Oasis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Liwa Oasis Context triple: [Bani Yas tribal confederation, centeredIn, Liwa Oasis]
-
A.
Awjila Oasis
Awjila Oasis is a remote desert settlement in eastern Libya known for its date palms, historic Berber-speaking community, and role as a traditional caravan stop in the Libyan Desert.
-
B.
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.
-
C.
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.
-
D.
Wadi ad-Dawasir Oasis
Wadi ad-Dawasir Oasis is a major desert oasis in central Saudi Arabia known for its date palm cultivation and role as an agricultural and settlement hub in the Wadi ad-Dawasir region.
-
E.
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.
- 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: Liwa Oasis Triple: [Bani Yas tribal confederation, centeredIn, Liwa Oasis]
Generated description
Liwa Oasis is a historic desert settlement in the Empty Quarter of the United Arab Emirates, known as the ancestral homeland of Abu Dhabi’s ruling families and a key center of early date farming and Bedouin culture.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Liwa Oasis Target entity description: Liwa Oasis is a historic desert settlement in the Empty Quarter of the United Arab Emirates, known as the ancestral homeland of Abu Dhabi’s ruling families and a key center of early date farming and Bedouin culture.
-
A.
Awjila Oasis
Awjila Oasis is a remote desert settlement in eastern Libya known for its date palms, historic Berber-speaking community, and role as a traditional caravan stop in the Libyan Desert.
-
B.
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.
-
C.
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.
-
D.
Wadi ad-Dawasir Oasis
Wadi ad-Dawasir Oasis is a major desert oasis in central Saudi Arabia known for its date palm cultivation and role as an agricultural and settlement hub in the Wadi ad-Dawasir region.
-
E.
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.
- 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_69d8b916a2d081909e249e4902f6aad9 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e5021f5f1081909fd98c8fb786c7ff |
completed | April 19, 2026, 4:26 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a03c4c3cf988190a86d86c46eae35c6 |
completed | May 13, 2026, 12:24 a.m. |
| NEDg | Description generation | batch_6a03c582c9fc8190a656bb9e5544b5cf |
completed | May 13, 2026, 12:27 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03c64c02288190903c7e9123ca5a79 |
completed | May 13, 2026, 12:31 a.m. |
Created at: April 10, 2026, 10:36 a.m.