Triple

T14291673
Position Surface form Disambiguated ID Type / Status
Subject Egyptian road network E354326 entity
Predicate hasMajorRoute P385 FINISHED
Object Cairo–Ain Sokhna Road
The Cairo–Ain Sokhna Road is a major Egyptian highway linking the capital Cairo with the Red Sea resort and port area of Ain Sokhna, serving as a key route for tourism and freight traffic.
E1098562 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–Ain Sokhna Road | Statement: [Egyptian road network, hasMajorRoute, Cairo–Ain Sokhna Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cairo–Ain Sokhna Road
Context triple: [Egyptian road network, hasMajorRoute, Cairo–Ain Sokhna Road]
  • A. Cairo–Ismailia Road
    The Cairo–Ismailia Road is a major highway in Egypt that links the capital city of Cairo with the city of Ismailia near the Suez Canal, serving as a key corridor for regional transport and trade.
  • B. Cairo–Fayoum Road
    The Cairo–Fayoum Road is a major highway in Egypt that links the capital city of Cairo with the Fayoum region, facilitating regional travel and commerce.
  • C. Helwan Road
    Helwan Road is a major thoroughfare in Cairo, Egypt, connecting the Maadi district with the southern industrial and residential areas including Helwan.
  • D. Ismailia–Port Said Road
    The Ismailia–Port Said Road is a major highway in northeastern Egypt that connects the city of Ismailia with the coastal city and port of Port Said along the Suez Canal region.
  • E. Cairo–Suez Road
    The Cairo–Suez Road is a major Egyptian highway linking Cairo with the city of Suez and serving several satellite and industrial cities along its route.
  • 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–Ain Sokhna Road
Triple: [Egyptian road network, hasMajorRoute, Cairo–Ain Sokhna Road]
Generated description
The Cairo–Ain Sokhna Road is a major Egyptian highway linking the capital Cairo with the Red Sea resort and port area of Ain Sokhna, serving as a key route for tourism and freight traffic.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cairo–Ain Sokhna Road
Target entity description: The Cairo–Ain Sokhna Road is a major Egyptian highway linking the capital Cairo with the Red Sea resort and port area of Ain Sokhna, serving as a key route for tourism and freight traffic.
  • A. Cairo–Ismailia Road
    The Cairo–Ismailia Road is a major highway in Egypt that links the capital city of Cairo with the city of Ismailia near the Suez Canal, serving as a key corridor for regional transport and trade.
  • B. Cairo–Fayoum Road
    The Cairo–Fayoum Road is a major highway in Egypt that links the capital city of Cairo with the Fayoum region, facilitating regional travel and commerce.
  • C. Helwan Road
    Helwan Road is a major thoroughfare in Cairo, Egypt, connecting the Maadi district with the southern industrial and residential areas including Helwan.
  • D. Ismailia–Port Said Road
    The Ismailia–Port Said Road is a major highway in northeastern Egypt that connects the city of Ismailia with the coastal city and port of Port Said along the Suez Canal region.
  • E. Cairo–Suez Road
    The Cairo–Suez Road is a major Egyptian highway linking Cairo with the city of Suez and serving several satellite and industrial cities along its route.
  • 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_69d8278e17088190b328c5a9d4be74ff completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de6981e9148190baf2ed56a7b7340e completed April 14, 2026, 4:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5bb9947481909cd16aa1d719fbe5 completed May 8, 2026, 3:42 a.m.
NEDg Description generation batch_69fd5d16cd708190b57e47deb9b98aae completed May 8, 2026, 3:48 a.m.
NED2 Entity disambiguation (via description) batch_69fd5d8f337881908b245e63b60db249 completed May 8, 2026, 3:50 a.m.
Created at: April 10, 2026, 1:11 a.m.