Triple

T4132357
Position Surface form Disambiguated ID Type / Status
Subject Ain Diab Corniche E85069 entity
Predicate partOf P40 FINISHED
Object Ain Diab neighborhood
Ain Diab neighborhood is an upscale coastal district in Casablanca, Morocco, known for its beaches, nightlife, restaurants, and seaside promenade.
E414787 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: Ain Diab neighborhood | Statement: [Ain Diab Corniche, partOf, Ain Diab neighborhood]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ain Diab neighborhood
Context triple: [Ain Diab Corniche, partOf, Ain Diab neighborhood]
  • A. Issawiya neighborhood
    Issawiya neighborhood is a Palestinian residential area in East Jerusalem known for its dense urban fabric, socio-political tensions, and proximity to major institutions on Mount Scopus.
  • B. Al-Manial neighborhood
    Al-Manial neighborhood is a historic, centrally located residential and commercial area in Cairo, Egypt, known for its Nile-side setting and proximity to cultural landmarks.
  • C. Kalorama neighborhood
    Kalorama neighborhood is an affluent, historic residential area in Northwest Washington, D.C., known for its embassies, stately homes, and prominent political residents.
  • D. Lafiaji neighborhood
    Lafiaji neighborhood is a historic residential area on Lagos Island in Lagos, Nigeria, known for its dense urban fabric and vibrant local commerce.
  • E. Plaka neighborhood
    Plaka neighborhood is a historic district in Athens known for its neoclassical architecture, narrow streets, and lively tavernas at the foot of the Acropolis.
  • 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: Ain Diab neighborhood
Triple: [Ain Diab Corniche, partOf, Ain Diab neighborhood]
Generated description
Ain Diab neighborhood is an upscale coastal district in Casablanca, Morocco, known for its beaches, nightlife, restaurants, and seaside promenade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ain Diab neighborhood
Target entity description: Ain Diab neighborhood is an upscale coastal district in Casablanca, Morocco, known for its beaches, nightlife, restaurants, and seaside promenade.
  • A. Issawiya neighborhood
    Issawiya neighborhood is a Palestinian residential area in East Jerusalem known for its dense urban fabric, socio-political tensions, and proximity to major institutions on Mount Scopus.
  • B. Al-Manial neighborhood
    Al-Manial neighborhood is a historic, centrally located residential and commercial area in Cairo, Egypt, known for its Nile-side setting and proximity to cultural landmarks.
  • C. Kalorama neighborhood
    Kalorama neighborhood is an affluent, historic residential area in Northwest Washington, D.C., known for its embassies, stately homes, and prominent political residents.
  • D. Lafiaji neighborhood
    Lafiaji neighborhood is a historic residential area on Lagos Island in Lagos, Nigeria, known for its dense urban fabric and vibrant local commerce.
  • E. Plaka neighborhood
    Plaka neighborhood is a historic district in Athens known for its neoclassical architecture, narrow streets, and lively tavernas at the foot of the Acropolis.
  • 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_69aed935ccd881909dc61f81bcdb7a78 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af022f55fc81909f2a1a04d0ea59e6 completed March 9, 2026, 5:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69b576c26d4c81909b8be74855cbd03f completed March 14, 2026, 2:54 p.m.
NEDg Description generation batch_69b577c2b784819096d8218dd1c1478d completed March 14, 2026, 2:59 p.m.
NED2 Entity disambiguation (via description) batch_69b5782cc448819080e306952da24ac0 completed March 14, 2026, 3:01 p.m.
Created at: March 9, 2026, 3:42 p.m.