Triple
T11003637
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Neural Turing Machines |
E260059
|
entity |
| Predicate | hasAuthor |
P4244
|
FINISHED |
| Object |
Ivo Danihelka
Ivo Danihelka is a computer scientist and machine learning researcher known for co-authoring the influential Neural Turing Machines paper.
|
E899069
|
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: Ivo Danihelka | Statement: [Neural Turing Machines, hasAuthor, Ivo Danihelka]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ivo Danihelka Context triple: [Neural Turing Machines, hasAuthor, Ivo Danihelka]
-
A.
Vlado Meller
Vlado Meller is a renowned audio mastering engineer known for his work on numerous high-profile albums across rock, pop, and hip-hop.
-
B.
Milan Baroš
Milan Baroš is a Czech former professional footballer and prolific striker best known for his goal-scoring exploits for the Czech national team and clubs such as Liverpool and Galatasaray.
-
C.
Marek Jankulovski
Marek Jankulovski is a retired Czech footballer best known as an attacking left-back and midfielder who starred for AC Milan and the Czech national team in the 2000s.
-
D.
Miroslav Šatan
Miroslav Šatan is a retired Slovak professional ice hockey forward best known for his long NHL career and for captaining Slovakia to the 2002 IIHF World Championship gold medal.
-
E.
Martin Straka
Martin Straka is a retired Czech professional ice hockey forward and Olympic gold medalist who enjoyed a long NHL career before becoming a prominent figure in Czech domestic hockey.
- 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: Ivo Danihelka Triple: [Neural Turing Machines, hasAuthor, Ivo Danihelka]
Generated description
Ivo Danihelka is a computer scientist and machine learning researcher known for co-authoring the influential Neural Turing Machines paper.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ivo Danihelka Target entity description: Ivo Danihelka is a computer scientist and machine learning researcher known for co-authoring the influential Neural Turing Machines paper.
-
A.
Vlado Meller
Vlado Meller is a renowned audio mastering engineer known for his work on numerous high-profile albums across rock, pop, and hip-hop.
-
B.
Milan Baroš
Milan Baroš is a Czech former professional footballer and prolific striker best known for his goal-scoring exploits for the Czech national team and clubs such as Liverpool and Galatasaray.
-
C.
Marek Jankulovski
Marek Jankulovski is a retired Czech footballer best known as an attacking left-back and midfielder who starred for AC Milan and the Czech national team in the 2000s.
-
D.
Miroslav Šatan
Miroslav Šatan is a retired Slovak professional ice hockey forward best known for his long NHL career and for captaining Slovakia to the 2002 IIHF World Championship gold medal.
-
E.
Martin Straka
Martin Straka is a retired Czech professional ice hockey forward and Olympic gold medalist who enjoyed a long NHL career before becoming a prominent figure in Czech domestic hockey.
- 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_69d797553c408190b8dca21250243479 |
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.