Triple
T5309490
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beni Mellal |
E118986
|
entity |
| Predicate | hasHeritageSite |
P923
|
FINISHED |
| Object |
Aïn Asserdoun
Aïn Asserdoun is a renowned natural spring and scenic waterfall area near Beni Mellal in central Morocco, celebrated for its lush landscapes and touristic appeal.
|
E513482
|
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: Aïn Asserdoun | Statement: [Beni Mellal, hasHeritageSite, Aïn Asserdoun]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Aïn Asserdoun Context triple: [Beni Mellal, hasHeritageSite, Aïn Asserdoun]
-
A.
Aït Melloul
Aït Melloul is a town in southwestern Morocco that forms part of the greater Agadir metropolitan area and serves as an important local commercial and residential hub.
-
B.
Guellala
Guellala is a traditional pottery-making village on the Tunisian island of Djerba, known for its distinctive ceramics and cultural heritage.
-
C.
Aourir
Aourir is a small coastal town in southwestern Morocco, known for its banana plantations and proximity to the surf beaches near Agadir.
-
D.
Aoulouz
Aoulouz is a small town located in the Souss-Massa region of southern Morocco, known for its agricultural surroundings and position along regional travel routes.
-
E.
M'Ress
M'Ress is a feline-like Caitian Starfleet communications officer who appears as a recurring character in Star Trek: The Animated Series.
- 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: Aïn Asserdoun Triple: [Beni Mellal, hasHeritageSite, Aïn Asserdoun]
Generated description
Aïn Asserdoun is a renowned natural spring and scenic waterfall area near Beni Mellal in central Morocco, celebrated for its lush landscapes and touristic appeal.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Aïn Asserdoun Target entity description: Aïn Asserdoun is a renowned natural spring and scenic waterfall area near Beni Mellal in central Morocco, celebrated for its lush landscapes and touristic appeal.
-
A.
Aït Melloul
Aït Melloul is a town in southwestern Morocco that forms part of the greater Agadir metropolitan area and serves as an important local commercial and residential hub.
-
B.
Guellala
Guellala is a traditional pottery-making village on the Tunisian island of Djerba, known for its distinctive ceramics and cultural heritage.
-
C.
Aourir
Aourir is a small coastal town in southwestern Morocco, known for its banana plantations and proximity to the surf beaches near Agadir.
-
D.
Aoulouz
Aoulouz is a small town located in the Souss-Massa region of southern Morocco, known for its agricultural surroundings and position along regional travel routes.
-
E.
M'Ress
M'Ress is a feline-like Caitian Starfleet communications officer who appears as a recurring character in Star Trek: The Animated Series.
- 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_69bd446b57bc8190a513d2e6c40314f3 |
completed | March 20, 2026, 12:58 p.m. |
| NER | Named-entity recognition | batch_69bd8532c26c819084f5b8de542cd309 |
completed | March 20, 2026, 5:34 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69bf21b546a481909d18cad5ec391705 |
completed | March 21, 2026, 10:54 p.m. |
| NEDg | Description generation | batch_69bf2297d2e48190b0040420b8b76112 |
completed | March 21, 2026, 10:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69bf22e8286481909a828fe260f22106 |
completed | March 21, 2026, 10:59 p.m. |
Created at: March 20, 2026, 1:53 p.m.