Triple
T9365886
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Al Hoceima |
E225396
|
entity |
| Predicate | hasBay |
P35
|
FINISHED |
| Object |
Al Hoceima Bay
Al Hoceima Bay is a scenic Mediterranean coastal inlet in northern Morocco known for its clear waters, beaches, and surrounding cliffs within the Al Hoceima region.
|
E795336
|
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: Al Hoceima Bay | Statement: [Al Hoceima, hasBay, Al Hoceima Bay]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Al Hoceima Bay Context triple: [Al Hoceima, hasBay, Al Hoceima Bay]
-
A.
Bay of Annaba
The Bay of Annaba is a coastal inlet on Algeria’s northeastern Mediterranean shore, known for its scenic beaches, port facilities, and views from the nearby city of Annaba.
-
B.
Gulf of Hammamet
The Gulf of Hammamet is a large Mediterranean gulf along northeastern Tunisia, known for its popular beach resorts, tourism, and the coastal city of Hammamet.
-
C.
Gulf of Gabès
The Gulf of Gabès is a large, shallow inlet of the Mediterranean Sea along the eastern coast of Tunisia, known for its extensive tidal range and important fishing grounds.
-
D.
Gulf of Oran
The Gulf of Oran is a coastal inlet of the Mediterranean Sea along northwestern Algeria, forming the maritime frontage of the city and port of Oran.
-
E.
Nador Lagoon
Nador Lagoon is a coastal lagoon in northeastern Morocco known for its rich biodiversity and importance as a habitat for migratory birds.
- 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: Al Hoceima Bay Triple: [Al Hoceima, hasBay, Al Hoceima Bay]
Generated description
Al Hoceima Bay is a scenic Mediterranean coastal inlet in northern Morocco known for its clear waters, beaches, and surrounding cliffs within the Al Hoceima region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Al Hoceima Bay Target entity description: Al Hoceima Bay is a scenic Mediterranean coastal inlet in northern Morocco known for its clear waters, beaches, and surrounding cliffs within the Al Hoceima region.
-
A.
Bay of Annaba
The Bay of Annaba is a coastal inlet on Algeria’s northeastern Mediterranean shore, known for its scenic beaches, port facilities, and views from the nearby city of Annaba.
-
B.
Gulf of Hammamet
The Gulf of Hammamet is a large Mediterranean gulf along northeastern Tunisia, known for its popular beach resorts, tourism, and the coastal city of Hammamet.
-
C.
Gulf of Gabès
The Gulf of Gabès is a large, shallow inlet of the Mediterranean Sea along the eastern coast of Tunisia, known for its extensive tidal range and important fishing grounds.
-
D.
Gulf of Oran
The Gulf of Oran is a coastal inlet of the Mediterranean Sea along northwestern Algeria, forming the maritime frontage of the city and port of Oran.
-
E.
Nador Lagoon
Nador Lagoon is a coastal lagoon in northeastern Morocco known for its rich biodiversity and importance as a habitat for migratory birds.
- 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_69ca842cbddc819099d71ecec48cf9e5 |
completed | March 30, 2026, 2:09 p.m. |
| NER | Named-entity recognition | batch_69cd5041261c81909edab3b7fcd1fe22 |
completed | April 1, 2026, 5:05 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0f3fbe7d481909712531d907b77d8 |
completed | April 4, 2026, 11:20 a.m. |
| NEDg | Description generation | batch_69d0f51f8ae88190a15d2e521449c8b5 |
completed | April 4, 2026, 11:25 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69d0f5d543a48190b9f25d4316664f04 |
completed | April 4, 2026, 11:28 a.m. |
Created at: March 30, 2026, 7:43 p.m.