Triple
T9605475
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Helwan University |
E231957
|
entity |
| Predicate | hasCampus |
P116
|
FINISHED |
| Object |
Zamalek campus
Zamalek campus is an urban branch of Helwan University located in Cairo’s upscale Zamalek district, known for hosting select academic programs in a central, easily accessible setting.
|
E810816
|
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: Zamalek campus | Statement: [Helwan University, hasCampus, Zamalek campus]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Zamalek campus Context triple: [Helwan University, hasCampus, Zamalek campus]
-
A.
Tahrir Square campus
Tahrir Square campus is the historic downtown Cairo location of the American University in Cairo, known for its iconic architecture and central role in the city’s academic and cultural life.
-
B.
Es-Senia campus
Es-Senia campus is a major campus of the University of Oran 1 Ahmed Ben Bella in Algeria, hosting a wide range of academic faculties and student facilities.
-
C.
Zamalek district
Zamalek district is an upscale, centrally located neighborhood on Cairo’s Gezira Island known for its embassies, cultural venues, and vibrant dining and nightlife.
-
D.
New Cairo campus
The New Cairo campus is the modern, purpose-built main campus of the American University in Cairo, located in the New Cairo district and housing most of the university’s academic, administrative, and student life facilities.
-
E.
Tanta University
Tanta University is a public higher education institution in Tanta, Egypt, offering a wide range of undergraduate and postgraduate programs across multiple disciplines.
- 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: Zamalek campus Triple: [Helwan University, hasCampus, Zamalek campus]
Generated description
Zamalek campus is an urban branch of Helwan University located in Cairo’s upscale Zamalek district, known for hosting select academic programs in a central, easily accessible setting.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Zamalek campus Target entity description: Zamalek campus is an urban branch of Helwan University located in Cairo’s upscale Zamalek district, known for hosting select academic programs in a central, easily accessible setting.
-
A.
Tahrir Square campus
Tahrir Square campus is the historic downtown Cairo location of the American University in Cairo, known for its iconic architecture and central role in the city’s academic and cultural life.
-
B.
Es-Senia campus
Es-Senia campus is a major campus of the University of Oran 1 Ahmed Ben Bella in Algeria, hosting a wide range of academic faculties and student facilities.
-
C.
Zamalek district
Zamalek district is an upscale, centrally located neighborhood on Cairo’s Gezira Island known for its embassies, cultural venues, and vibrant dining and nightlife.
-
D.
New Cairo campus
The New Cairo campus is the modern, purpose-built main campus of the American University in Cairo, located in the New Cairo district and housing most of the university’s academic, administrative, and student life facilities.
-
E.
Tanta University
Tanta University is a public higher education institution in Tanta, Egypt, offering a wide range of undergraduate and postgraduate programs across multiple disciplines.
- 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_69ca8484838c8190b2049199d22fef70 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9a5e4a7c8190830b5ad9762ece46 |
completed | April 1, 2026, 10:21 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d17939ed4c8190addfb052b762d454 |
completed | April 4, 2026, 8:48 p.m. |
| NEDg | Description generation | batch_69d17a732628819098e50a6ecf47b98c |
completed | April 4, 2026, 8:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d17b16d8008190aa9bc71d470be4e5 |
completed | April 4, 2026, 8:56 p.m. |
Created at: March 30, 2026, 8:08 p.m.