Triple
T10360835
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Faiyum Neolithic culture |
E244127
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Faiyum Oasis |
E235411
|
NE FINISHED |
How this triple was built (2 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: Faiyum Oasis | Statement: [Faiyum Neolithic culture, locatedIn, Faiyum Oasis]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Faiyum Oasis Context triple: [Faiyum Neolithic culture, locatedIn, Faiyum Oasis]
-
A.
Faiyum Oasis
chosen
Faiyum Oasis is a fertile depression in Egypt’s Western Desert that has been a major center of agriculture, settlement, and culture since prehistoric times.
-
B.
Kharga Oasis
Kharga Oasis is a major inhabited depression in Egypt’s Western Desert, known for its date palms, ancient caravan routes, and archaeological sites spanning Pharaonic to Roman periods.
-
C.
Kufra Oasis
Kufra Oasis is a remote group of fertile desert oases in southeastern Libya, historically important as a caravan stop and strategic hub in the Sahara.
-
D.
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.
-
E.
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.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d381b22b8c8190aaed476be5f872a9 |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4e96209548190957368ee8c6a9ec3 |
completed | April 7, 2026, 11:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d750b6ef248190bdbe16bbb8efcf88 |
completed | April 9, 2026, 7:09 a.m. |
Created at: April 6, 2026, 11:59 a.m.