Triple

T15905757
Position Surface form Disambiguated ID Type / Status
Subject Timur Bekmambetov E385707 entity
Predicate placeOfBirth P1 FINISHED
Object Guryev
Guryev, now known as Atyrau, is a city in western Kazakhstan located near the Caspian Sea and the Ural River, historically significant as a regional oil and fishing center.
 E1183588 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: Guryev | Statement: [Timur Bekmambetov, placeOfBirth, Guryev]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Guryev
Context triple: [Timur Bekmambetov, placeOfBirth, Guryev]
  • A. Chistopol
    Chistopol is a historic industrial town in Russia’s Tatarstan region, known for its watchmaking industry and location along the Kama River.
  • B. Makeyevka
    Makeyevka is an industrial city in eastern Ukraine’s Donetsk Oblast, historically known for its coal mining and metallurgical industries.
  • C. Zaraysk
    Zaraysk is a historic town in Moscow Oblast, Russia, known for its well-preserved medieval kremlin and role as a former regional administrative center.
  • D. Ulyanovka
    Ulyanovka is an urban-type settlement in Leningrad Oblast, Russia, situated within the administrative boundaries of Tosnensky District.
  • E. Cherkessk
    Cherkessk is a city in southwestern Russia that serves as the administrative, economic, and cultural center of the Karachay-Cherkess Republic in the North Caucasus.
  • 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: Guryev
Triple: [Timur Bekmambetov, placeOfBirth, Guryev]
Generated description
Guryev, now known as Atyrau, is a city in western Kazakhstan located near the Caspian Sea and the Ural River, historically significant as a regional oil and fishing center.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Guryev
Target entity description: Guryev, now known as Atyrau, is a city in western Kazakhstan located near the Caspian Sea and the Ural River, historically significant as a regional oil and fishing center.
  • A. Chistopol
    Chistopol is a historic industrial town in Russia’s Tatarstan region, known for its watchmaking industry and location along the Kama River.
  • B. Makeyevka
    Makeyevka is an industrial city in eastern Ukraine’s Donetsk Oblast, historically known for its coal mining and metallurgical industries.
  • C. Zaraysk
    Zaraysk is a historic town in Moscow Oblast, Russia, known for its well-preserved medieval kremlin and role as a former regional administrative center.
  • D. Ulyanovka
    Ulyanovka is an urban-type settlement in Leningrad Oblast, Russia, situated within the administrative boundaries of Tosnensky District.
  • E. Cherkessk
    Cherkessk is a city in southwestern Russia that serves as the administrative, economic, and cultural center of the Karachay-Cherkess Republic in the North Caucasus.
  • 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_69d86da686e4819097cbf3b1fc2d881d completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1565956588190ba4726a2879b677d completed April 16, 2026, 9:36 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffb0535a808190983b4ff028826cbf completed May 9, 2026, 10:08 p.m.
NEDg Description generation batch_69ffb110a5b88190904f763057e8eb1e completed May 9, 2026, 10:11 p.m.
NED2 Entity disambiguation (via description) batch_69ffb1a5e9b88190b790c81b9500c2ac completed May 9, 2026, 10:13 p.m.
Created at: April 10, 2026, 4:52 a.m.