Triple
T11003307
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation |
E260052
|
entity |
| Predicate | author |
P4
|
FINISHED |
| Object |
Caglar Gulcehre
Caglar Gulcehre is a machine learning researcher known for his contributions to neural network-based natural language processing and sequence modeling, including work on RNN encoder–decoder architectures for machine translation.
|
E899027
|
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: Caglar Gulcehre | Statement: [Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation, author, Caglar Gulcehre]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Caglar Gulcehre Context triple: [Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation, author, Caglar Gulcehre]
-
A.
Ozan Tufan
Ozan Tufan is a Turkish professional footballer, primarily a midfielder, who has played for clubs such as Bursaspor and Fenerbahçe as well as the Turkey national team.
-
B.
Vedat Dalokay
Vedat Dalokay was a prominent Turkish architect and politician best known internationally for designing Islamabad’s iconic Faisal Mosque.
-
C.
Erdem Cansever
Erdem Cansever is known primarily as the child of renowned Turkish modernist poet Edip Cansever.
-
D.
Burak Yılmaz
Burak Yılmaz is a Turkish professional footballer and prolific striker known for his goal-scoring exploits with clubs like Trabzonspor, Galatasaray, and Beşiktaş, as well as for leading the Turkish national team.
-
E.
Hasan Arat
Hasan Arat is a Turkish businessman and sports executive best known for leading the Istanbul-based football club Beşiktaş JK as its chairman.
- 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: Caglar Gulcehre Triple: [Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation, author, Caglar Gulcehre]
Generated description
Caglar Gulcehre is a machine learning researcher known for his contributions to neural network-based natural language processing and sequence modeling, including work on RNN encoder–decoder architectures for machine translation.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Caglar Gulcehre Target entity description: Caglar Gulcehre is a machine learning researcher known for his contributions to neural network-based natural language processing and sequence modeling, including work on RNN encoder–decoder architectures for machine translation.
-
A.
Ozan Tufan
Ozan Tufan is a Turkish professional footballer, primarily a midfielder, who has played for clubs such as Bursaspor and Fenerbahçe as well as the Turkey national team.
-
B.
Vedat Dalokay
Vedat Dalokay was a prominent Turkish architect and politician best known internationally for designing Islamabad’s iconic Faisal Mosque.
-
C.
Erdem Cansever
Erdem Cansever is known primarily as the child of renowned Turkish modernist poet Edip Cansever.
-
D.
Burak Yılmaz
Burak Yılmaz is a Turkish professional footballer and prolific striker known for his goal-scoring exploits with clubs like Trabzonspor, Galatasaray, and Beşiktaş, as well as for leading the Turkish national team.
-
E.
Hasan Arat
Hasan Arat is a Turkish businessman and sports executive best known for leading the Istanbul-based football club Beşiktaş JK as its chairman.
- 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_69d6aa8a6a548190a750f944ccdc8064 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d797546f448190946ee6442d657dc5 |
completed | April 9, 2026, 12:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e3453d181081908cb58a957f4d1295 |
completed | April 18, 2026, 8:47 a.m. |
| NEDg | Description generation | batch_69e35570b0bc8190a939b0c8e3ce8105 |
completed | April 18, 2026, 9:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e359508a388190a16d48a17015e13e |
completed | April 18, 2026, 10:13 a.m. |
Created at: April 8, 2026, 9:25 p.m.