Triple

T14500019
Position Surface form Disambiguated ID Type / Status
Subject Bolu Province E359609 entity
Predicate administrativeCenter P1474 FINISHED
Object Bolu
Bolu is a city in northwestern Turkey known for its forests, mountainous landscapes, and role as a regional commercial and transportation hub between Istanbul and Ankara.
 E359609 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: Bolu | Statement: [Bolu Province, administrativeCenter, Bolu]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bolu
Context triple: [Bolu Province, administrativeCenter, Bolu]
  • A. Bolu Province
    Bolu Province is a region in northwestern Turkey known for its forested mountains, lakes, and natural parks.
  • B. Bartın
    Bartın is a small city and provincial capital in northern Turkey, located near the Black Sea and known for its historic wooden houses and natural surroundings.
  • C. Artvin Province
    Artvin Province is a mountainous, forested region in northeastern Turkey along the Black Sea coast, known for its diverse ethnic heritage, including Laz communities, and its scenic valleys and rivers.
  • D. Düzce
    Düzce is a city in northwestern Turkey known for its location between Istanbul and Ankara and its proximity to the Black Sea.
  • E. Zonguldak
    Zonguldak is a port city on Turkey’s Black Sea coast known historically for its coal mining industry.
  • 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: Bolu
Triple: [Bolu Province, administrativeCenter, Bolu]
Generated description
Bolu is a city in northwestern Turkey known for its forests, mountainous landscapes, and role as a regional commercial and transportation hub between Istanbul and Ankara.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bolu
Target entity description: Bolu is a city in northwestern Turkey known for its forests, mountainous landscapes, and role as a regional commercial and transportation hub between Istanbul and Ankara.
  • A. Bolu Province chosen
    Bolu Province is a region in northwestern Turkey known for its forested mountains, lakes, and natural parks.
  • B. Bartın
    Bartın is a small city and provincial capital in northern Turkey, located near the Black Sea and known for its historic wooden houses and natural surroundings.
  • C. Artvin Province
    Artvin Province is a mountainous, forested region in northeastern Turkey along the Black Sea coast, known for its diverse ethnic heritage, including Laz communities, and its scenic valleys and rivers.
  • D. Düzce
    Düzce is a city in northwestern Turkey known for its location between Istanbul and Ankara and its proximity to the Black Sea.
  • E. Zonguldak
    Zonguldak is a port city on Turkey’s Black Sea coast known historically for its coal mining industry.
  • F. None of above.

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_69d8279740308190af9df93a3af8592e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de94dfe484819086dd971606e6478e completed April 14, 2026, 7:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd7a420040819097ee73390d625338 completed May 8, 2026, 5:53 a.m.
NEDg Description generation batch_69fd7b0160a08190ae181eb7acb3b6bc completed May 8, 2026, 5:56 a.m.
NED2 Entity disambiguation (via description) batch_69fd7be778dc81908b0602bab944330a completed May 8, 2026, 6 a.m.
Created at: April 10, 2026, 1:21 a.m.