Triple

T11234273
Position Surface form Disambiguated ID Type / Status
Subject new towns program of Egypt E265902 entity
Predicate includesCity P3207 FINISHED
Object Obour City
Obour City is a planned satellite city in the Greater Cairo region of Egypt, developed to accommodate population growth and industrial expansion.
 E913936 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: Obour City | Statement: [new towns program of Egypt, includesCity, Obour City]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Obour City
Context triple: [new towns program of Egypt, includesCity, Obour City]
  • A. Menouf
    Menouf is a city in Egypt’s Nile Delta region that serves as one of the principal urban centers of the Monufia Governorate.
  • B. Beni Suef city
    Beni Suef city is an urban center in Upper Egypt located on the west bank of the Nile, known as an important regional hub for agriculture, industry, and administration.
  • C. Shebin El Qanater
    Shebin El Qanater is a city in Egypt’s Qalyubia Governorate, located in the Nile Delta north of Cairo.
  • D. Kharga
    Kharga is a town in Egypt’s Western Desert that serves as the administrative center of the surrounding Kharga Oasis region.
  • E. El-Bahnasa
    El-Bahnasa is a modern Egyptian town in Minya Governorate best known as the site of ancient Oxyrhynchus, a major Greco-Roman city famed for its papyrus discoveries.
  • 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: Obour City
Triple: [new towns program of Egypt, includesCity, Obour City]
Generated description
Obour City is a planned satellite city in the Greater Cairo region of Egypt, developed to accommodate population growth and industrial expansion.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Obour City
Target entity description: Obour City is a planned satellite city in the Greater Cairo region of Egypt, developed to accommodate population growth and industrial expansion.
  • A. Menouf
    Menouf is a city in Egypt’s Nile Delta region that serves as one of the principal urban centers of the Monufia Governorate.
  • B. Beni Suef city
    Beni Suef city is an urban center in Upper Egypt located on the west bank of the Nile, known as an important regional hub for agriculture, industry, and administration.
  • C. Shebin El Qanater
    Shebin El Qanater is a city in Egypt’s Qalyubia Governorate, located in the Nile Delta north of Cairo.
  • D. Kharga
    Kharga is a town in Egypt’s Western Desert that serves as the administrative center of the surrounding Kharga Oasis region.
  • E. El-Bahnasa
    El-Bahnasa is a modern Egyptian town in Minya Governorate best known as the site of ancient Oxyrhynchus, a major Greco-Roman city famed for its papyrus discoveries.
  • 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_69d6aac656d48190b275efaa7d6074ee completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e903b8ec81909f9c89776d35c650 completed April 9, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4cc5bcff08190830d09c9aa0187b2 completed April 19, 2026, 12:36 p.m.
NEDg Description generation batch_69e4d9e87508819080932fac06fb754d completed April 19, 2026, 1:34 p.m.
NED2 Entity disambiguation (via description) batch_69e4dda28b0081909245b65faae3533b completed April 19, 2026, 1:50 p.m.
Created at: April 8, 2026, 9:30 p.m.