Triple

T9727522
Position Surface form Disambiguated ID Type / Status
Subject Roda neighborhood E235651 entity
Predicate hasTransportConnection P845 FINISHED
Object Cairo road network
The Cairo road network is the extensive system of streets, avenues, and highways that connects districts across Egypt’s capital, facilitating urban mobility and regional transport.
E816616 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: Cairo road network | Statement: [Roda neighborhood, hasTransportConnection, Cairo road network]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cairo road network
Context triple: [Roda neighborhood, hasTransportConnection, Cairo road network]
  • A. Khartoum road network
    The Khartoum road network is the system of major and minor streets, avenues, and highways that structure transportation and connectivity within Sudan’s capital city.
  • B. Egyptian road network
    The Egyptian road network is the nationwide system of highways and roads that connects major cities, towns, and regions across Egypt, supporting transportation, trade, and economic activity.
  • C. Cairo rail network
    The Cairo rail network is the metropolitan railway system serving Greater Cairo, linking the city’s districts and suburbs with regional and national rail lines.
  • D. Dubai road network
    The Dubai road network is an extensive, modern system of highways, bridges, and arterial roads designed to support the city’s rapid growth and heavy traffic, connecting key commercial, residential, and tourist areas across the emirate.
  • E. Cairo Ring Road
    Cairo Ring Road is a major orbital highway encircling Greater Cairo, serving as a key route that links important districts and infrastructure across the metropolitan area.
  • 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: Cairo road network
Triple: [Roda neighborhood, hasTransportConnection, Cairo road network]
Generated description
The Cairo road network is the extensive system of streets, avenues, and highways that connects districts across Egypt’s capital, facilitating urban mobility and regional transport.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cairo road network
Target entity description: The Cairo road network is the extensive system of streets, avenues, and highways that connects districts across Egypt’s capital, facilitating urban mobility and regional transport.
  • A. Khartoum road network
    The Khartoum road network is the system of major and minor streets, avenues, and highways that structure transportation and connectivity within Sudan’s capital city.
  • B. Egyptian road network
    The Egyptian road network is the nationwide system of highways and roads that connects major cities, towns, and regions across Egypt, supporting transportation, trade, and economic activity.
  • C. Cairo rail network
    The Cairo rail network is the metropolitan railway system serving Greater Cairo, linking the city’s districts and suburbs with regional and national rail lines.
  • D. Dubai road network
    The Dubai road network is an extensive, modern system of highways, bridges, and arterial roads designed to support the city’s rapid growth and heavy traffic, connecting key commercial, residential, and tourist areas across the emirate.
  • E. Cairo Ring Road
    Cairo Ring Road is a major orbital highway encircling Greater Cairo, serving as a key route that links important districts and infrastructure across the metropolitan area.
  • 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_69ca84d0fad481909cdd45aa77416c48 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9e7af544819090a8a1adec41943c completed April 1, 2026, 10:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19fb208a48190864f8f085da83db7 completed April 4, 2026, 11:33 p.m.
NEDg Description generation batch_69d1a1057e0c819096cc0984c9a83bb9 completed April 4, 2026, 11:38 p.m.
NED2 Entity disambiguation (via description) batch_69d1a184af3081908ce2932218244e7d completed April 4, 2026, 11:40 p.m.
Created at: March 30, 2026, 8:21 p.m.