Triple
T7405318
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Beni Iznasen language |
E170854
|
entity |
| Predicate | spokenNear |
P39053
|
FINISHED |
| Object |
Berkane
Berkane is a city in northeastern Morocco known for its agricultural production and its location near the Beni Iznasen tribal region.
|
E662353
|
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: Berkane | Statement: [Beni Iznasen language, spokenNear, Berkane]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Berkane Context triple: [Beni Iznasen language, spokenNear, Berkane]
-
A.
Jahra
Jahra is a major town and administrative center in western Kuwait, known historically as an agricultural area and now as a growing suburban and commercial hub.
-
B.
Barquq
Barquq was a prominent 14th-century Mamluk sultan of Egypt who founded the Burji (Circassian) Mamluk dynasty and played a key role in reshaping the political landscape of the late medieval Islamic world.
-
C.
El Hadaba
El Hadaba is the famous nickname of Egyptian singer Amr Diab, one of the Arab world's most successful and influential pop music stars.
-
D.
Nour El Ain
"Nour El Ain" is a hugely popular Arabic pop song by Egyptian singer Amr Diab that became an international hit in the late 1990s.
-
E.
Taliouine
Taliouine is a small town in southern Morocco renowned as one of the country’s main saffron-producing centers and a gateway to the Jbel Sirwa region.
- 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: Berkane Triple: [Beni Iznasen language, spokenNear, Berkane]
Generated description
Berkane is a city in northeastern Morocco known for its agricultural production and its location near the Beni Iznasen tribal region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Berkane Target entity description: Berkane is a city in northeastern Morocco known for its agricultural production and its location near the Beni Iznasen tribal region.
-
A.
Jahra
Jahra is a major town and administrative center in western Kuwait, known historically as an agricultural area and now as a growing suburban and commercial hub.
-
B.
Barquq
Barquq was a prominent 14th-century Mamluk sultan of Egypt who founded the Burji (Circassian) Mamluk dynasty and played a key role in reshaping the political landscape of the late medieval Islamic world.
-
C.
El Hadaba
El Hadaba is the famous nickname of Egyptian singer Amr Diab, one of the Arab world's most successful and influential pop music stars.
-
D.
Nour El Ain
"Nour El Ain" is a hugely popular Arabic pop song by Egyptian singer Amr Diab that became an international hit in the late 1990s.
-
E.
Taliouine
Taliouine is a small town in southern Morocco renowned as one of the country’s main saffron-producing centers and a gateway to the Jbel Sirwa region.
- 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_69c68a6010108190925e5284de022660 |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f271f1d481909a46d50b13b51a62 |
completed | March 27, 2026, 9:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c8111540f08190919bc9d9670f5ef2 |
completed | March 28, 2026, 5:34 p.m. |
| NEDg | Description generation | batch_69c811c9c5e48190a610d890780c7aa4 |
completed | March 28, 2026, 5:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c8128e49948190822787e76b1663a6 |
completed | March 28, 2026, 5:40 p.m. |
Created at: March 27, 2026, 3:10 p.m.