Triple

T6260599
Position Surface form Disambiguated ID Type / Status
Subject Libyan Desert E140285 entity
Predicate contains P35 FINISHED
Object 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.
E585534 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: Awjila Oasis | Statement: [Libyan Desert, contains, Awjila Oasis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Awjila Oasis
Context triple: [Libyan Desert, contains, Awjila Oasis]
  • A. 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.
  • 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. 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.
  • D. Bahariya Oasis
    Bahariya Oasis is a fertile depression in Egypt’s Western Desert known for its date palms, hot springs, archaeological sites, and as a gateway to the surrounding Black and White Deserts.
  • E. 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.
  • 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: Awjila Oasis
Triple: [Libyan Desert, contains, Awjila Oasis]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Awjila Oasis
Target entity description: 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.
  • A. 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.
  • 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. 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.
  • D. Bahariya Oasis
    Bahariya Oasis is a fertile depression in Egypt’s Western Desert known for its date palms, hot springs, archaeological sites, and as a gateway to the surrounding Black and White Deserts.
  • E. 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.
  • 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_69c008c95c5c819084bd3dd56133d84d completed March 22, 2026, 3:20 p.m.
NER Named-entity recognition batch_69c063856f308190a351a661caaae5f9 completed March 22, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69c603ee891481909f640f54b70f9d60 completed March 27, 2026, 4:13 a.m.
NEDg Description generation batch_69c604a08f688190a34f0c3e37f50b3a completed March 27, 2026, 4:16 a.m.
NED2 Entity disambiguation (via description) batch_69c604f75848819094d2fb8d9faaa27e completed March 27, 2026, 4:17 a.m.
Created at: March 22, 2026, 4:24 p.m.