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.