Triple

T5847127
Position Surface form Disambiguated ID Type / Status
Subject Ghadames Oasis E129737 entity
Predicate UNESCOSiteRegion P4189 FINISHED
Object Arab States E1339 NE FINISHED

How this triple was built (3 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: Arab States | Statement: [Ghadames Oasis, UNESCOSiteRegion, Arab States]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Arab States
Context triple: [Ghadames Oasis, UNESCOSiteRegion, Arab States]
  • A. Arab world chosen
    The Arab world is a culturally and linguistically connected region of Arabic-speaking countries spanning North Africa and Western Asia.
  • B. Middle East
    The Middle East is a transcontinental region centered on Western Asia and parts of North Africa, known for its strategic location, vast energy resources, and profound historical and cultural significance.
  • C. Africa and the Arab States
    Africa and the Arab States is a regional category that recognizes and honors outstanding women scientists from African and Arab countries within the L’Oréal-UNESCO Awards for Women in Science program.
  • D. Persian Gulf states
    Persian Gulf states are the countries of the Arabian Peninsula and surrounding region whose coastlines lie along the Persian Gulf, including nations such as Saudi Arabia, Iran, the United Arab Emirates, Qatar, Kuwait, Bahrain, Iraq, and Oman.
  • E. Middle East and North Africa
    The Middle East and North Africa is a transcontinental region spanning parts of Western Asia and North Africa, known for its shared historical, cultural, and linguistic ties, particularly through the Arab world and Islam.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: UNESCOSiteRegion
Context triple: [Ghadames Oasis, UNESCOSiteRegion, Arab States]
  • A. UNESCORegion chosen
    Indicates that an entity is associated with, classified under, or belongs to a specific UNESCO-designated geographic region.
  • B. isRegionalCulturalCenterOf
    Indicates that a place functions as the primary hub for cultural activities, institutions, and events serving a specific region.
  • C. UNESCOSiteType
    Indicates the classification of a UNESCO World Heritage Site according to its type (e.g., cultural, natural, or mixed).
  • D. UNESCOWorldHeritageStateParty
    Indicates that a state is officially recognized as a State Party to the UNESCO World Heritage Convention, participating in and bound by its provisions regarding World Heritage sites.
  • E. UNESCOWorldHeritageSiteWithin
    Indicates that a UNESCO World Heritage Site is geographically located within the boundaries of a specified area or region.
  • F. None of above.

Provenance (4 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_69c0084bd31c8190a796bb6284845e83 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03c9239e08190bff7ef2bd6d21ae0 completed March 22, 2026, 7:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b0fb0f68819091018926ee4c7bb8 completed March 23, 2026, 3:18 a.m.
PD Predicate disambiguation batch_69c0334412388190bc594794ec5754f9 completed March 22, 2026, 6:21 p.m.
Created at: March 22, 2026, 3:55 p.m.