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.