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.