Triple

T9276073
Position Surface form Disambiguated ID Type / Status
Subject Toomas E222950 entity
Predicate notableBearer P458 FINISHED
Object Toomas Luman
Toomas Luman is an Estonian businessman and influential economic leader, known particularly for his long-term role in shaping Estonia’s business and construction sectors.
E792398 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: Toomas Luman | Statement: [Toomas, notableBearer, Toomas Luman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Toomas Luman
Context triple: [Toomas, notableBearer, Toomas Luman]
  • A. Toomas Kivimägi
    Toomas Kivimägi is an Estonian politician and lawyer who has served as a member of the Riigikogu and held prominent regional leadership roles.
  • B. Toomas Savi
    Toomas Savi is an Estonian politician best known for serving as Speaker of the Riigikogu and later as a Member of the European Parliament.
  • C. Edgar Savisaar
    Edgar Savisaar is an Estonian politician and founding figure of the post-Soviet Estonian state, known for leading the Popular Front of Estonia and serving in several top government roles.
  • D. Toomas Vint
    Toomas Vint is an Estonian writer and painter known for his surreal, introspective prose and distinctive, often metaphysical visual art.
  • E. Taavet Hinrikus
    Taavet Hinrikus is an Estonian entrepreneur best known as the co-founder and first employee of the fintech company Wise (formerly TransferWise).
  • 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: Toomas Luman
Triple: [Toomas, notableBearer, Toomas Luman]
Generated description
Toomas Luman is an Estonian businessman and influential economic leader, known particularly for his long-term role in shaping Estonia’s business and construction sectors.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Toomas Luman
Target entity description: Toomas Luman is an Estonian businessman and influential economic leader, known particularly for his long-term role in shaping Estonia’s business and construction sectors.
  • A. Toomas Kivimägi
    Toomas Kivimägi is an Estonian politician and lawyer who has served as a member of the Riigikogu and held prominent regional leadership roles.
  • B. Toomas Savi
    Toomas Savi is an Estonian politician best known for serving as Speaker of the Riigikogu and later as a Member of the European Parliament.
  • C. Edgar Savisaar
    Edgar Savisaar is an Estonian politician and founding figure of the post-Soviet Estonian state, known for leading the Popular Front of Estonia and serving in several top government roles.
  • D. Toomas Vint
    Toomas Vint is an Estonian writer and painter known for his surreal, introspective prose and distinctive, often metaphysical visual art.
  • E. Taavet Hinrikus
    Taavet Hinrikus is an Estonian entrepreneur best known as the co-founder and first employee of the fintech company Wise (formerly TransferWise).
  • 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_69ca841ffe208190aa7bcffbef2f8379 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd07c71b5c8190b5b7b5ab4224e9d3 completed April 1, 2026, 11:55 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0e379a26c8190be2134fcec120f8e completed April 4, 2026, 10:10 a.m.
NEDg Description generation batch_69d0e502b68081909a9f9476421ba9b5 completed April 4, 2026, 10:16 a.m.
NED2 Entity disambiguation (via description) batch_69d0e5af7360819096c6295de0ce5f32 completed April 4, 2026, 10:19 a.m.
Created at: March 30, 2026, 7:34 p.m.