Triple

T20156712
Position Surface form Disambiguated ID Type / Status
Subject Taavi Rõivas E491588 entity
Predicate spouse P13 FINISHED
Object Luisa Rõivas
Luisa Rõivas is an Estonian singer and public figure, known both for her music career and as the wife of former Estonian Prime Minister Taavi Rõivas.
E1414840 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: Luisa Rõivas | Statement: [Taavi Rõivas, spouse, Luisa Rõivas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Luisa Rõivas
Context triple: [Taavi Rõivas, spouse, Luisa Rõivas]
  • A. Kersti Kaljulaid
    Kersti Kaljulaid is an Estonian politician who served as the first female President of Estonia from 2016 to 2021.
  • B. Siim Kallas
    Siim Kallas is an Estonian politician and former European Commissioner who served as Estonia’s Prime Minister and played a key role in the country’s post-Soviet economic and political reforms.
  • C. Taavi Rõivas
    Taavi Rõivas is an Estonian politician who served as the Prime Minister of Estonia from 2014 to 2016.
  • D. Konstantin Päts
    Konstantin Päts was an Estonian statesman and key figure in the country’s independence movement who became its first president and dominated its interwar politics.
  • E. Miervaldis
    Miervaldis is the distinctive middle name of the fictional television character Elizabeth "Liz" Lemon from the comedy series 30 Rock.
  • 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: Luisa Rõivas
Triple: [Taavi Rõivas, spouse, Luisa Rõivas]
Generated description
Luisa Rõivas is an Estonian singer and public figure, known both for her music career and as the wife of former Estonian Prime Minister Taavi Rõivas.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Luisa Rõivas
Target entity description: Luisa Rõivas is an Estonian singer and public figure, known both for her music career and as the wife of former Estonian Prime Minister Taavi Rõivas.
  • A. Kersti Kaljulaid
    Kersti Kaljulaid is an Estonian politician who served as the first female President of Estonia from 2016 to 2021.
  • B. Siim Kallas
    Siim Kallas is an Estonian politician and former European Commissioner who served as Estonia’s Prime Minister and played a key role in the country’s post-Soviet economic and political reforms.
  • C. Taavi Rõivas
    Taavi Rõivas is an Estonian politician who served as the Prime Minister of Estonia from 2014 to 2016.
  • D. Konstantin Päts
    Konstantin Päts was an Estonian statesman and key figure in the country’s independence movement who became its first president and dominated its interwar politics.
  • E. Miervaldis
    Miervaldis is the distinctive middle name of the fictional television character Elizabeth "Liz" Lemon from the comedy series 30 Rock.
  • 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_69da6265f8f0819080b29c752a574088 completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e667e0a0488190a25d92aaf300be4a completed April 20, 2026, 5:52 p.m.
NED1 Entity disambiguation (via context triple) batch_6a083476e2d08190807674e3f61382bc completed May 16, 2026, 9:10 a.m.
NEDg Description generation batch_6a08351511888190a144ff037abdddfb completed May 16, 2026, 9:12 a.m.
NED2 Entity disambiguation (via description) batch_6a0835e4248c8190817907ca46cd5cff completed May 16, 2026, 9:16 a.m.
Created at: April 11, 2026, 11:34 p.m.