Triple

T14872867
Position Surface form Disambiguated ID Type / Status
Subject Smara E349793 entity
Predicate namedAfter P63 FINISHED
Object Smara oasis
Smara oasis is a historic desert oasis in Western Sahara that has long served as a vital stopover and settlement point for Saharan caravans and local communities.
E1124281 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: Smara oasis | Statement: [Smara, namedAfter, Smara oasis]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Smara oasis
Context triple: [Smara, namedAfter, Smara oasis]
  • A. Tessalit oasis
    Tessalit oasis is a remote desert settlement in northern Mali, known as a key watering and stopover point in the Adrar des Ifoghas region of the Sahara.
  • B. 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.
  • C. Unaizah oasis
    Unaizah oasis is a fertile agricultural and settlement area in central Saudi Arabia known historically for its date palms and role as a key stop on desert trade routes.
  • D. Buraydah oasis
    Buraydah oasis is a major agricultural and population center in central Saudi Arabia, known for its date palm groves and role as a historic desert settlement.
  • 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: Smara oasis
Triple: [Smara, namedAfter, Smara oasis]
Generated description
Smara oasis is a historic desert oasis in Western Sahara that has long served as a vital stopover and settlement point for Saharan caravans and local communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Smara oasis
Target entity description: Smara oasis is a historic desert oasis in Western Sahara that has long served as a vital stopover and settlement point for Saharan caravans and local communities.
  • A. Tessalit oasis
    Tessalit oasis is a remote desert settlement in northern Mali, known as a key watering and stopover point in the Adrar des Ifoghas region of the Sahara.
  • B. 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.
  • C. Unaizah oasis
    Unaizah oasis is a fertile agricultural and settlement area in central Saudi Arabia known historically for its date palms and role as a key stop on desert trade routes.
  • D. Buraydah oasis
    Buraydah oasis is a major agricultural and population center in central Saudi Arabia, known for its date palm groves and role as a historic desert settlement.
  • 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_69d822ee4f408190b6ac3b2fa434f0df completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69ded5e2c94c8190a16f05ea81701fc1 completed April 15, 2026, 12:03 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe65129a588190bbad294b500f411f completed May 8, 2026, 10:34 p.m.
NEDg Description generation batch_69fe66a5f3a88190827c6c9247323153 completed May 8, 2026, 10:41 p.m.
NED2 Entity disambiguation (via description) batch_69fe6736ff34819098524e4401a414aa completed May 8, 2026, 10:44 p.m.
Created at: April 10, 2026, 1:55 a.m.