Triple

T38157399
Position Surface form Disambiguated ID Type / Status
Subject მიხეილ სააკაშვილი E952922 entity
Predicate შეიცვალა თანამდებობაზე მას შემდეგ P190156 FINISHED
Object გიორგი მარგველაშვილი
გიორგი მარგველაშვილი არის ქართველი პოლიტიკოსი, რომელიც საქართველოს პრეზიდენტად მსახურობდა 2013-2018 წლებში.
 E2257613 NE FINISHED

How this triple was built (3 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: გიორგი მარგველაშვილი | Statement: [მიხეილ სააკაშვილი, შეიცვალა თანამდებობაზე მას შემდეგ, გიორგი მარგველაშვილი]
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: გიორგი მარგველაშვილი
Triple: [მიხეილ სააკაშვილი, შეიცვალა თანამდებობაზე მას შემდეგ, გიორგი მარგველაშვილი]
Generated description
გიორგი მარგველაშვილი არის ქართველი პოლიტიკოსი, რომელიც საქართველოს პრეზიდენტად მსახურობდა 2013-2018 წლებში.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: შეიცვალა თანამდებობაზე მას შემდეგ
Context triple: [მიხეილ სააკაშვილი, შეიცვალა თანამდებობაზე მას შემდეგ, გიორგი მარგველაშვილი]
  • A. შეიცვალა თანამდებობაზე chosen
    Indicates that an entity has changed or been moved to a different position, office, or role.
  • B. changedAfter
    Indicates that one entity underwent a change at a point in time that is later than the time at which another referenced entity changed.
  • C. roleAfterManaging
    Indicates the role or position an entity assumes after it has finished managing another entity or activity.
  • D. subsequentRole
    Indicates that one role or position is held after, and in succession to, another role or position.
  • E. namespaceChangedTo
    Indicates that an entity’s namespace has been updated or reassigned from its previous value to a new one.
  • 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_69f76f0b93c48190a117319ab3a9f282 completed May 3, 2026, 3:51 p.m.
NER Named-entity recognition batch_69fcc42cbac48190b8d3e4c9ce140838 completed May 7, 2026, 4:56 p.m.
NED1 Entity disambiguation (via context triple) batch_6a4171397be48190b784c3a8b486ecce completed June 28, 2026, 7:08 p.m.
NEDg Description generation batch_6a4172b1696c8190b1c0ac5c1c2267af completed June 28, 2026, 7:14 p.m.
NED2 Entity disambiguation (via description) batch_6a41732a4d0881908a605d5dd52a3708 completed June 28, 2026, 7:16 p.m.
PD Predicate disambiguation batch_69fcb0fc69c88190800453eb57a7e62c completed May 7, 2026, 3:34 p.m.
Created at: May 3, 2026, 4:21 p.m.