Triple
T16819898
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Şahmerdan |
E408857
|
entity |
| Predicate | hasTheme |
P261
|
FINISHED |
| Object |
changing Istanbul
Changing Istanbul refers to the city’s rapid social, cultural, and urban transformation, marked by modernization, gentrification, and shifting identities.
|
E1235257
|
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: changing Istanbul | Statement: [Şahmerdan, hasTheme, changing Istanbul]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: changing Istanbul Context triple: [Şahmerdan, hasTheme, changing Istanbul]
-
A.
Asian side of Istanbul
The Asian side of Istanbul is the portion of the city located on the eastern, Anatolian shore of the Bosphorus, known for its more residential neighborhoods, local markets, and a generally calmer atmosphere than the European side.
-
B.
İstanbul Kitabı
İstanbul Kitabı is a poetic work by Turkish modernist poet İlhan Berk that lyrically explores and reimagines the city of Istanbul.
-
C.
Istanbul II
Istanbul II is one of the electoral districts of Istanbul used for electing members to the Grand National Assembly of Turkey.
-
D.
Türkleşmek, İslamlaşmak, Muasırlaşmak
"Türkleşmek, İslamlaşmak, Muasırlaşmak" is a seminal work by Ziya Gökalp that articulates his influential vision of Turkish nationalism through the synthesis of Turkish identity, Islamic values, and Western-style modernization.
-
E.
Historic Areas of Istanbul
The Historic Areas of Istanbul comprise a UNESCO World Heritage Site encompassing the city’s most significant Byzantine and Ottoman monuments, including landmarks such as Hagia Sophia, the Blue Mosque, and Topkapi Palace.
- 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: changing Istanbul Triple: [Şahmerdan, hasTheme, changing Istanbul]
Generated description
Changing Istanbul refers to the city’s rapid social, cultural, and urban transformation, marked by modernization, gentrification, and shifting identities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: changing Istanbul Target entity description: Changing Istanbul refers to the city’s rapid social, cultural, and urban transformation, marked by modernization, gentrification, and shifting identities.
-
A.
Asian side of Istanbul
The Asian side of Istanbul is the portion of the city located on the eastern, Anatolian shore of the Bosphorus, known for its more residential neighborhoods, local markets, and a generally calmer atmosphere than the European side.
-
B.
İstanbul Kitabı
İstanbul Kitabı is a poetic work by Turkish modernist poet İlhan Berk that lyrically explores and reimagines the city of Istanbul.
-
C.
Istanbul II
Istanbul II is one of the electoral districts of Istanbul used for electing members to the Grand National Assembly of Turkey.
-
D.
Türkleşmek, İslamlaşmak, Muasırlaşmak
"Türkleşmek, İslamlaşmak, Muasırlaşmak" is a seminal work by Ziya Gökalp that articulates his influential vision of Turkish nationalism through the synthesis of Turkish identity, Islamic values, and Western-style modernization.
-
E.
Historic Areas of Istanbul
The Historic Areas of Istanbul comprise a UNESCO World Heritage Site encompassing the city’s most significant Byzantine and Ottoman monuments, including landmarks such as Hagia Sophia, the Blue Mosque, and Topkapi Palace.
- 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_69d88394566c8190b3dcbdc72935f7fa |
completed | April 10, 2026, 4:59 a.m. |
| NER | Named-entity recognition | batch_69e3b2e56b9c8190a35ad9c463954fbf |
completed | April 18, 2026, 4:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00b29a3854819099eed580eea5d84d |
completed | May 10, 2026, 4:30 p.m. |
| NEDg | Description generation | batch_6a00b32d2a588190b59bad56f8817bce |
completed | May 10, 2026, 4:32 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00b3d14b3c819081f435777f47eca3 |
completed | May 10, 2026, 4:35 p.m. |
Created at: April 10, 2026, 5:23 a.m.