Triple

T23426294
Position Surface form Disambiguated ID Type / Status
Subject Gazela Bridge (Belgrade) E560803 entity
Predicate designedBy P184 FINISHED
Object Ljuba Živković
Ljuba Živković was a Serbian civil engineer and bridge designer best known for his work on major infrastructure projects in Belgrade.
 E1586534 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: Ljuba Živković | Statement: [Gazela Bridge (Belgrade), designedBy, Ljuba Živković]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ljuba Živković
Context triple: [Gazela Bridge (Belgrade), designedBy, Ljuba Živković]
  • A. Ljubica Vukomanović
    Ljubica Vukomanović was a 19th-century Serbian princess consort and influential political figure as the wife of Prince Miloš Obrenović.
  • B. 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.
  • C. Biserka Petrović
    Biserka Petrović is a Serbian woman known primarily for being a close family member of the acclaimed Yugoslav film director Aleksandar Petrović.
  • D. 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.
  • E. Marica Kostelić
    Marica Kostelić is a Croatian former alpine skier and member of the renowned Kostelić skiing 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: Ljuba Živković
Triple: [Gazela Bridge (Belgrade), designedBy, Ljuba Živković]
Generated description
Ljuba Živković was a Serbian civil engineer and bridge designer best known for his work on major infrastructure projects in Belgrade.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ljuba Živković
Target entity description: Ljuba Živković was a Serbian civil engineer and bridge designer best known for his work on major infrastructure projects in Belgrade.
  • A. Ljubica Vukomanović
    Ljubica Vukomanović was a 19th-century Serbian princess consort and influential political figure as the wife of Prince Miloš Obrenović.
  • B. 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.
  • C. Biserka Petrović
    Biserka Petrović is a Serbian woman known primarily for being a close family member of the acclaimed Yugoslav film director Aleksandar Petrović.
  • D. 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.
  • E. Marica Kostelić
    Marica Kostelić is a Croatian former alpine skier and member of the renowned Kostelić skiing 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_69e2454cb1108190ab21ada5411a7146 completed April 17, 2026, 2:35 p.m.
NER Named-entity recognition batch_69f1a54a28a08190add6184a44c5005b completed April 29, 2026, 6:29 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c67a7b9d88190897588a9ec4fbd2a completed May 19, 2026, 1:37 p.m.
NEDg Description generation batch_6a0c7216508c81909bd949d50ee2d48b completed May 19, 2026, 2:22 p.m.
NED2 Entity disambiguation (via description) batch_6a0c76ed37b08190af81b4ae2dc7c028 completed May 19, 2026, 2:42 p.m.
Created at: April 17, 2026, 5:47 p.m.