Triple
T6364036
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ubykhs |
E143180
|
entity |
| Predicate | lastNativeSpeakerOfLanguage |
P64080
|
FINISHED |
| Object |
Tevfik Esenç
Tevfik Esenç was a Turkish man of Ubykh descent renowned as the last fluent speaker of the Ubykh language and a key source for its documentation by linguists.
|
E588147
|
NE FINISHED |
How this triple was built (5 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: Tevfik Esenç | Statement: [Ubykhs, lastNativeSpeakerOfLanguage, Tevfik Esenç]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Tevfik Esenç Context triple: [Ubykhs, lastNativeSpeakerOfLanguage, Tevfik Esenç]
-
A.
Şefik Birkiye
Şefik Birkiye is a Turkish-Belgian architect known for designing large-scale governmental and institutional buildings, including Turkey’s Presidential Complex in Ankara.
-
B.
Necdet Budak
Necdet Budak is a Turkish academic and agricultural engineer who serves as the rector of Ege University.
-
C.
Bekir Bozdağ
Bekir Bozdağ is a Turkish politician and long-serving member of parliament who has held key ministerial roles, including Minister of Justice, in governments led by the Justice and Development Party (AKP).
-
D.
Osman Zeki Üngör
Osman Zeki Üngör was a prominent Turkish composer and conductor, best known for arranging and conducting the music that became Turkey’s national anthem.
-
E.
Yılmaz Büyükerşen
Yılmaz Büyükerşen is a Turkish academic, sculptor, and long-serving mayor of Eskişehir known for transforming the city through innovative urban and cultural projects.
- 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: Tevfik Esenç Triple: [Ubykhs, lastNativeSpeakerOfLanguage, Tevfik Esenç]
Generated description
Tevfik Esenç was a Turkish man of Ubykh descent renowned as the last fluent speaker of the Ubykh language and a key source for its documentation by linguists.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Tevfik Esenç Target entity description: Tevfik Esenç was a Turkish man of Ubykh descent renowned as the last fluent speaker of the Ubykh language and a key source for its documentation by linguists.
-
A.
Şefik Birkiye
Şefik Birkiye is a Turkish-Belgian architect known for designing large-scale governmental and institutional buildings, including Turkey’s Presidential Complex in Ankara.
-
B.
Necdet Budak
Necdet Budak is a Turkish academic and agricultural engineer who serves as the rector of Ege University.
-
C.
Bekir Bozdağ
Bekir Bozdağ is a Turkish politician and long-serving member of parliament who has held key ministerial roles, including Minister of Justice, in governments led by the Justice and Development Party (AKP).
-
D.
Osman Zeki Üngör
Osman Zeki Üngör was a prominent Turkish composer and conductor, best known for arranging and conducting the music that became Turkey’s national anthem.
-
E.
Yılmaz Büyükerşen
Yılmaz Büyükerşen is a Turkish academic, sculptor, and long-serving mayor of Eskişehir known for transforming the city through innovative urban and cultural projects.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: lastNativeSpeakerOfLanguage Context triple: [Ubykhs, lastNativeSpeakerOfLanguage, Tevfik Esenç]
-
A.
hasNativeSpeakers
Indicates that a language or dialect is spoken as a first language by one or more people or populations.
-
B.
lastTraditionalNativeSpeakerOftenCitedAs
chosen
Indicates that the subject is widely regarded or referenced as the last traditional native speaker of the language or dialect in question.
-
C.
isSpokenAs
Indicates that one entity is used as the spoken or verbal form of another entity (e.g., a word, name, or phrase).
-
D.
hasApproximateNativeSpeakers
Indicates that an entity is associated with an estimated or approximate number of people who speak it as their native language.
-
E.
hasNoNativeSpeakers
Indicates that the language or dialect is not natively acquired as a first language by any living community.
- F. None of above.
Provenance (6 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_69c008d8c61081908bcaf61510d881ed |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0680d51a4819098a6bcd3dfd73be4 |
completed | March 22, 2026, 10:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c62d73a6ac8190a02602c3506e4226 |
completed | March 27, 2026, 7:10 a.m. |
| NEDg | Description generation | batch_69c62f2abb7481909a8d6b6a3b07db37 |
completed | March 27, 2026, 7:18 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c62fcd18a0819089fa5f5912f432aa |
completed | March 27, 2026, 7:20 a.m. |
| PD | Predicate disambiguation | batch_69c060ee055081908c79a1d151bd74cd |
completed | March 22, 2026, 9:36 p.m. |
Created at: March 22, 2026, 4:32 p.m.