Triple
T6242364
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cairo Metro Line 2 |
E139634
|
entity |
| Predicate | hasStation |
P35
|
FINISHED |
| Object |
Khalafawy
Khalafawy is a metro station on Cairo's Line 2 serving the Shubra district in northern Cairo.
|
E578156
|
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: Khalafawy | Statement: [Cairo Metro Line 2, hasStation, Khalafawy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khalafawy Context triple: [Cairo Metro Line 2, hasStation, Khalafawy]
-
A.
Sadd el-Ali
Sadd el-Ali is a massive embankment dam on the Nile River in southern Egypt, renowned for its role in controlling floods, providing hydroelectric power, and enabling year-round irrigation.
-
B.
Al-Hareeq
Al-Hareeq is a town in central Saudi Arabia known for its agricultural activity, particularly date palm cultivation, within the Riyadh region.
-
C.
Darqawiyya
Darqawiyya is a prominent Sufi order that emerged as a reformist branch within the Shadhili tradition, known for its emphasis on spiritual poverty, remembrance of God, and social engagement in North Africa.
-
D.
Al-Shuyukh
Al-Shuyukh is a Palestinian village located in the Hebron Governorate in the southern West Bank.
-
E.
Shibli–Umm al-Ghanam
Shibli–Umm al-Ghanam is an Arab local council in northern Israel, located at the foot of Mount Tabor in the Lower Galilee.
- 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: Khalafawy Triple: [Cairo Metro Line 2, hasStation, Khalafawy]
Generated description
Khalafawy is a metro station on Cairo's Line 2 serving the Shubra district in northern Cairo.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Khalafawy Target entity description: Khalafawy is a metro station on Cairo's Line 2 serving the Shubra district in northern Cairo.
-
A.
Sadd el-Ali
Sadd el-Ali is a massive embankment dam on the Nile River in southern Egypt, renowned for its role in controlling floods, providing hydroelectric power, and enabling year-round irrigation.
-
B.
Al-Hareeq
Al-Hareeq is a town in central Saudi Arabia known for its agricultural activity, particularly date palm cultivation, within the Riyadh region.
-
C.
Darqawiyya
Darqawiyya is a prominent Sufi order that emerged as a reformist branch within the Shadhili tradition, known for its emphasis on spiritual poverty, remembrance of God, and social engagement in North Africa.
-
D.
Al-Shuyukh
Al-Shuyukh is a Palestinian village located in the Hebron Governorate in the southern West Bank.
-
E.
Shibli–Umm al-Ghanam
Shibli–Umm al-Ghanam is an Arab local council in northern Israel, located at the foot of Mount Tabor in the Lower Galilee.
- 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_69c008b1c5088190ae6de2555fc05ad8 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0631933488190838b424ec0fc2155 |
completed | March 22, 2026, 9:46 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c20e0d62208190928bab473ca64417 |
completed | March 24, 2026, 4:07 a.m. |
| NEDg | Description generation | batch_69c2158b7b8481909b64931c013cec27 |
completed | March 24, 2026, 4:39 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c21600f90c8190840f84112f62e311 |
completed | March 24, 2026, 4:41 a.m. |
Created at: March 22, 2026, 4:23 p.m.