Triple
T4983986
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Drâa-Tafilalet |
E111955
|
entity |
| Predicate | containsTouristSite |
P5121
|
FINISHED |
| Object | Aït Benhaddou |
E479083
|
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: Aït Benhaddou | Statement: [Drâa-Tafilalet, containsTouristSite, Aït Benhaddou]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aït Benhaddou Context triple: [Drâa-Tafilalet, containsTouristSite, Aït Benhaddou]
-
A.
Aït Benhaddou
chosen
Aït Benhaddou is a historic fortified village and UNESCO World Heritage Site in southern Morocco, famed for its traditional earthen architecture and frequent use as a film location.
-
B.
Kasbah Taourirt
Kasbah Taourirt is a historic fortified palace complex in Ouarzazate, Morocco, renowned for its traditional earthen architecture and role as a former residence of the powerful Glaoui family.
-
C.
Erg Chebbi
Erg Chebbi is a famous expanse of towering sand dunes in southeastern Morocco, renowned as one of the most iconic desert landscapes of the Sahara.
-
D.
Ksar el-Kebir
Ksar el-Kebir is a historic city in northern Morocco known for its agricultural importance and as the site of the 1578 Battle of Alcácer Quibir.
-
E.
Kasbah of Tangier
The Kasbah of Tangier is a historic fortified citadel overlooking the Strait of Gibraltar, known for its narrow streets, traditional architecture, and role as the old political and military center of Tangier.
- 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: containsTouristSite Context triple: [Drâa-Tafilalet, containsTouristSite, Aït Benhaddou]
-
A.
containsTouristArea
Indicates that a place or region includes within its boundaries an area primarily designated or recognized for tourism activities.
-
B.
hasTourismResource
Indicates that a place, area, or entity possesses or is associated with a tourism-related resource, attraction, or facility.
-
C.
hasTourismFunction
Indicates that an entity serves a role or purpose related to tourism, such as attracting, accommodating, or providing services to tourists.
-
D.
containsAttraction
chosen
Indicates that one entity includes or encompasses an attraction (such as a point of interest, feature, or draw) within its bounds or scope.
-
E.
isTouristDestination
Indicates that a place is recognized as a location people commonly visit for leisure, sightseeing, or travel.
- 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_69bd441adc208190b70a033a0741d01e |
completed | March 20, 2026, 12:56 p.m. |
| NER | Named-entity recognition | batch_69bd74249a8c8190952680aee06a9286 |
completed | March 20, 2026, 4:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be924f11c88190abe6263bf11b848c |
completed | March 21, 2026, 12:42 p.m. |
| PD | Predicate disambiguation | batch_69bd71492dec8190af4c27a3043b35cc |
completed | March 20, 2026, 4:09 p.m. |
Created at: March 20, 2026, 1:33 p.m.