Triple
T7430738
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Faculty of Economics and Administrative Sciences, Boğaziçi University |
E171481
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Bebek, Istanbul
Bebek, Istanbul is an upscale Bosphorus neighborhood on Istanbul’s European shore, known for its scenic waterfront, cafes, and proximity to Boğaziçi University.
|
E662937
|
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: Bebek, Istanbul | Statement: [Faculty of Economics and Administrative Sciences, Boğaziçi University, locatedIn, Bebek, Istanbul]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bebek, Istanbul Context triple: [Faculty of Economics and Administrative Sciences, Boğaziçi University, locatedIn, Bebek, Istanbul]
-
A.
İstanbul Kitabı
İstanbul Kitabı is a poetic work by Turkish modernist poet İlhan Berk that lyrically explores and reimagines the city of Istanbul.
-
B.
Brusa Bezistan
Brusa Bezistan is a historic covered market building in Sarajevo’s old bazaar area, known for its Ottoman-era architecture and traditional trading stalls.
-
C.
Fatih, Istanbul
Fatih is a historic central district of Istanbul known for its dense concentration of Ottoman-era architecture, religious institutions, and educational establishments.
-
D.
Eminönü
Eminönü is a historic waterfront district in Istanbul known for its bustling ferry docks, spice and textile markets, and landmarks like the New Mosque and the Egyptian Bazaar.
-
E.
Beypazarı
Beypazarı is a historic district and town in central Turkey known for its well-preserved Ottoman-era houses, traditional markets, and mineral water.
- 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: Bebek, Istanbul Triple: [Faculty of Economics and Administrative Sciences, Boğaziçi University, locatedIn, Bebek, Istanbul]
Generated description
Bebek, Istanbul is an upscale Bosphorus neighborhood on Istanbul’s European shore, known for its scenic waterfront, cafes, and proximity to Boğaziçi University.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bebek, Istanbul Target entity description: Bebek, Istanbul is an upscale Bosphorus neighborhood on Istanbul’s European shore, known for its scenic waterfront, cafes, and proximity to Boğaziçi University.
-
A.
İstanbul Kitabı
İstanbul Kitabı is a poetic work by Turkish modernist poet İlhan Berk that lyrically explores and reimagines the city of Istanbul.
-
B.
Brusa Bezistan
Brusa Bezistan is a historic covered market building in Sarajevo’s old bazaar area, known for its Ottoman-era architecture and traditional trading stalls.
-
C.
Fatih, Istanbul
Fatih is a historic central district of Istanbul known for its dense concentration of Ottoman-era architecture, religious institutions, and educational establishments.
-
D.
Eminönü
Eminönü is a historic waterfront district in Istanbul known for its bustling ferry docks, spice and textile markets, and landmarks like the New Mosque and the Egyptian Bazaar.
-
E.
Beypazarı
Beypazarı is a historic district and town in central Turkey known for its well-preserved Ottoman-era houses, traditional markets, and mineral water.
- 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_69c68a63491881909281f73d4d5643bf |
completed | March 27, 2026, 1:47 p.m. |
| NER | Named-entity recognition | batch_69c6f32324c481908c9ba594e8456728 |
completed | March 27, 2026, 9:14 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c81f135a348190ae9edc02a19b2278 |
completed | March 28, 2026, 6:33 p.m. |
| NEDg | Description generation | batch_69c81fffd8c0819080baa0bce5351111 |
completed | March 28, 2026, 6:37 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69c820a90ae08190b7872bc44085f4a3 |
completed | March 28, 2026, 6:40 p.m. |
Created at: March 27, 2026, 3:12 p.m.