Triple
T9365891
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Al Hoceima |
E225396
|
entity |
| Predicate | hasNearbyTown |
P3883
|
FINISHED |
| Object |
Beni Bouayach
Beni Bouayach is a town in northern Morocco located in the Rif region near the city of Al Hoceima.
|
E795338
|
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: Beni Bouayach | Statement: [Al Hoceima, hasNearbyTown, Beni Bouayach]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beni Bouayach Context triple: [Al Hoceima, hasNearbyTown, Beni Bouayach]
-
A.
Menzel Bouzelfa
Menzel Bouzelfa is a town in northeastern Tunisia known for its agricultural activity and location within the Nabeul region on the Cap Bon peninsula.
-
B.
Bouraoui Belhadef
Bouraoui Belhadef is a town and commune located in northeastern Algeria within Jijel Province.
-
C.
Zighoud Youcef
Zighoud Youcef is a town and commune in northeastern Algeria named after the Algerian independence fighter Zighoud Youcef.
-
D.
Mohamen Mehdi Ouazanni
Mohamen Mehdi Ouazanni is a Moroccan actor known for his roles in international film and television productions, including biblical and historical dramas.
-
E.
Hichem Mechichi
Hichem Mechichi is a Tunisian politician and former prime minister who led the government during President Kais Saied’s tenure before being dismissed amid a major political crisis.
- 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: Beni Bouayach Triple: [Al Hoceima, hasNearbyTown, Beni Bouayach]
Generated description
Beni Bouayach is a town in northern Morocco located in the Rif region near the city of Al Hoceima.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beni Bouayach Target entity description: Beni Bouayach is a town in northern Morocco located in the Rif region near the city of Al Hoceima.
-
A.
Menzel Bouzelfa
Menzel Bouzelfa is a town in northeastern Tunisia known for its agricultural activity and location within the Nabeul region on the Cap Bon peninsula.
-
B.
Bouraoui Belhadef
Bouraoui Belhadef is a town and commune located in northeastern Algeria within Jijel Province.
-
C.
Zighoud Youcef
Zighoud Youcef is a town and commune in northeastern Algeria named after the Algerian independence fighter Zighoud Youcef.
-
D.
Mohamen Mehdi Ouazanni
Mohamen Mehdi Ouazanni is a Moroccan actor known for his roles in international film and television productions, including biblical and historical dramas.
-
E.
Hichem Mechichi
Hichem Mechichi is a Tunisian politician and former prime minister who led the government during President Kais Saied’s tenure before being dismissed amid a major political crisis.
- 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.