Triple

T18990795
Position Surface form Disambiguated ID Type / Status
Subject Miloš Obrenović E464675 entity
Predicate spouse P13 FINISHED
Object Ljubica Vukomanović
Ljubica Vukomanović was a 19th-century Serbian princess consort and influential political figure as the wife of Prince Miloš Obrenović.
 E1353647 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: Ljubica Vukomanović | Statement: [Miloš Obrenović, spouse, Ljubica Vukomanović]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ljubica Vukomanović
Context triple: [Miloš Obrenović, spouse, Ljubica Vukomanović]
  • A. Nadežda Petrović
    Nadežda Petrović was a pioneering Serbian modernist painter and war nurse, regarded as one of the most important figures in early 20th-century Serbian art.
  • B. Srboslava Blazic
    Srboslava "Sibi" Blazic is an American former model and makeup artist best known as the wife of actor Christian Bale.
  • C. Milica Pivnički
    Milica Pivnički, better known as Mila Mulroney, is the Serbian-born Canadian wife of former Canadian Prime Minister Brian Mulroney and a notable public figure and charity advocate.
  • D. Marica Kostelić
    Marica Kostelić is a Croatian former alpine skier and member of the renowned Kostelić skiing family.
  • E. Lucija Šerbedžija
    Lucija Šerbedžija is a Croatian actress known for her work in film and television, and for being part of the prominent Šerbedžija acting family.
  • 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: Ljubica Vukomanović
Triple: [Miloš Obrenović, spouse, Ljubica Vukomanović]
Generated description
Ljubica Vukomanović was a 19th-century Serbian princess consort and influential political figure as the wife of Prince Miloš Obrenović.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ljubica Vukomanović
Target entity description: Ljubica Vukomanović was a 19th-century Serbian princess consort and influential political figure as the wife of Prince Miloš Obrenović.
  • A. Nadežda Petrović
    Nadežda Petrović was a pioneering Serbian modernist painter and war nurse, regarded as one of the most important figures in early 20th-century Serbian art.
  • B. Srboslava Blazic
    Srboslava "Sibi" Blazic is an American former model and makeup artist best known as the wife of actor Christian Bale.
  • C. Milica Pivnički
    Milica Pivnički, better known as Mila Mulroney, is the Serbian-born Canadian wife of former Canadian Prime Minister Brian Mulroney and a notable public figure and charity advocate.
  • D. Marica Kostelić
    Marica Kostelić is a Croatian former alpine skier and member of the renowned Kostelić skiing family.
  • E. Lucija Šerbedžija
    Lucija Šerbedžija is a Croatian actress known for her work in film and television, and for being part of the prominent Šerbedžija acting family.
  • 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_69d8dd01a56c81909694a128c66b21d7 completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d6632cb08190a28f6ab74c2156d8 completed April 20, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_6a05b45340888190a21cea6e72b7facc completed May 14, 2026, 11:38 a.m.
NEDg Description generation batch_6a05b62d8aec81908b71232f52eb3612 completed May 14, 2026, 11:46 a.m.
NED2 Entity disambiguation (via description) batch_6a05b68aba3081908ca21d732e45f454 completed May 14, 2026, 11:48 a.m.
Created at: April 10, 2026, 12:01 p.m.