Triple

T9495720
Position Surface form Disambiguated ID Type / Status
Subject Maadi E228998 entity
Predicate near P350 FINISHED
Object Helwan Road
Helwan Road is a major thoroughfare in Cairo, Egypt, connecting the Maadi district with the southern industrial and residential areas including Helwan.
 E802868 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: Helwan Road | Statement: [Maadi, near, Helwan Road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Helwan Road
Context triple: [Maadi, near, Helwan Road]
  • A. El-Merghany Street
    El-Merghany Street is a major commercial and residential thoroughfare in Cairo’s Heliopolis district, known for its shops, cafes, and heavy traffic.
  • 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. Al Mina Road
    Al Mina Road is a major thoroughfare in Dubai that connects the port and waterfront areas to the city’s central road network.
  • D. Al-Ahram Street
    Al-Ahram Street is a major thoroughfare in Cairo’s Heliopolis district, known for its commercial activity and role as a key urban artery in the area.
  • E. Katameya–Ain Sokhna Road
    The Katameya–Ain Sokhna Road is a major Egyptian highway linking the Cairo suburbs with the Red Sea resort area of Ain Sokhna, serving as a key route for both commuters and tourists.
  • 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: Helwan Road
Triple: [Maadi, near, Helwan Road]
Generated description
Helwan Road is a major thoroughfare in Cairo, Egypt, connecting the Maadi district with the southern industrial and residential areas including Helwan.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Helwan Road
Target entity description: Helwan Road is a major thoroughfare in Cairo, Egypt, connecting the Maadi district with the southern industrial and residential areas including Helwan.
  • A. El-Merghany Street
    El-Merghany Street is a major commercial and residential thoroughfare in Cairo’s Heliopolis district, known for its shops, cafes, and heavy traffic.
  • 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. Al Mina Road
    Al Mina Road is a major thoroughfare in Dubai that connects the port and waterfront areas to the city’s central road network.
  • D. Al-Ahram Street
    Al-Ahram Street is a major thoroughfare in Cairo’s Heliopolis district, known for its commercial activity and role as a key urban artery in the area.
  • E. Katameya–Ain Sokhna Road
    The Katameya–Ain Sokhna Road is a major Egyptian highway linking the Cairo suburbs with the Red Sea resort area of Ain Sokhna, serving as a key route for both commuters and tourists.
  • 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_69ca84753660819098e8d416e89e26ae completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd95eb87b081908fc7255598cd9a24 completed April 1, 2026, 10:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69d12d34967881909980be6f1be80885 completed April 4, 2026, 3:24 p.m.
NEDg Description generation batch_69d13113474881909201282ce1385073 completed April 4, 2026, 3:41 p.m.
NED2 Entity disambiguation (via description) batch_69d131ade0588190bdf3cfdbbdd6df8e completed April 4, 2026, 3:43 p.m.
Created at: March 30, 2026, 7:56 p.m.