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.