Triple

T6531104
Position Surface form Disambiguated ID Type / Status
Subject Christian heritage of Beirut E152230 entity
Predicate influencedUrbanDevelopmentOf P23136 FINISHED
Object Beirut Central District
Beirut Central District is the historic and commercial heart of Beirut, characterized by its blend of preserved heritage architecture, modern urban design, and role as a major cultural, financial, and social hub of Lebanon.
 E627558 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: Beirut Central District | Statement: [Christian heritage of Beirut, influencedUrbanDevelopmentOf, Beirut Central District]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beirut Central District
Context triple: [Christian heritage of Beirut, influencedUrbanDevelopmentOf, Beirut Central District]
  • A. East Beirut
    East Beirut is the predominantly Christian, historically Phalange-aligned sector of Lebanon’s capital that served as a key stronghold during the Lebanese Civil War.
  • B. Beirut Governorate
    Beirut Governorate is the smallest and most populous of Lebanon’s governorates, encompassing the capital city of Beirut as its sole district and administrative center.
  • C. Greater Beirut
    Greater Beirut is the densely populated metropolitan area surrounding Lebanon’s capital, encompassing Beirut and its adjacent suburbs as the country’s primary urban, economic, and cultural hub.
  • D. Beirut
    Beirut is the capital and largest city of Lebanon, known as a historic cultural, commercial, and financial hub of the Eastern Mediterranean.
  • E. Jounieh
    Jounieh is a coastal city in Lebanon known for its seaside resorts, vibrant nightlife, and proximity to the historic pilgrimage site of Harissa.
  • 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: Beirut Central District
Triple: [Christian heritage of Beirut, influencedUrbanDevelopmentOf, Beirut Central District]
Generated description
Beirut Central District is the historic and commercial heart of Beirut, characterized by its blend of preserved heritage architecture, modern urban design, and role as a major cultural, financial, and social hub of Lebanon.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beirut Central District
Target entity description: Beirut Central District is the historic and commercial heart of Beirut, characterized by its blend of preserved heritage architecture, modern urban design, and role as a major cultural, financial, and social hub of Lebanon.
  • A. East Beirut
    East Beirut is the predominantly Christian, historically Phalange-aligned sector of Lebanon’s capital that served as a key stronghold during the Lebanese Civil War.
  • B. Beirut Governorate
    Beirut Governorate is the smallest and most populous of Lebanon’s governorates, encompassing the capital city of Beirut as its sole district and administrative center.
  • C. Greater Beirut
    Greater Beirut is the densely populated metropolitan area surrounding Lebanon’s capital, encompassing Beirut and its adjacent suburbs as the country’s primary urban, economic, and cultural hub.
  • D. Beirut
    Beirut is the capital and largest city of Lebanon, known as a historic cultural, commercial, and financial hub of the Eastern Mediterranean.
  • E. Jounieh
    Jounieh is a coastal city in Lebanon known for its seaside resorts, vibrant nightlife, and proximity to the historic pilgrimage site of Harissa.
  • 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_69c688048ec8819093a47f7d332e12ec completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6adbcf820819097ca33a5fc14fd64 completed March 27, 2026, 4:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7488992c48190a59b277f65cd0b36 completed March 28, 2026, 3:18 a.m.
NEDg Description generation batch_69c749d4b088819095f991f976592d04 completed March 28, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69c74aab12988190bd23cfcc06c55cde completed March 28, 2026, 3:27 a.m.
Created at: March 27, 2026, 1:46 p.m.