Triple

T17884307
Position Surface form Disambiguated ID Type / Status
Subject Brian Azzarello E447162 entity
Predicate collaboratedWith P435 FINISHED
Object Danijel Žeželj
Danijel Žeželj is a Croatian comic book artist and illustrator known for his stark, expressionistic black-and-white style and work for major publishers like DC and Vertigo.
E1293809 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: Danijel Žeželj | Statement: [Brian Azzarello, collaboratedWith, Danijel Žeželj]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Danijel Žeželj
Context triple: [Brian Azzarello, collaboratedWith, Danijel Žeželj]
  • A. Branko Zebec
    Branko Zebec was a renowned Yugoslav football player and manager, best known for his tactical discipline and successful coaching stints with top European clubs in the 1960s and 1970s.
  • B. Zlatko Grgić
    Zlatko Grgić was a Croatian animator and film director best known for his influential work in animated films produced by the Zagreb Film studio.
  • C. Mirko Marjanović
    Mirko Marjanović was a Serbian politician and businessman who served as prime minister during the 1990s under Slobodan Milošević’s rule.
  • D. Dražen Grubišić
    Dražen Grubišić is a Croatian artist and designer best known as the co-creator of Zagreb’s internationally acclaimed Museum of Broken Relationships.
  • E. Danilo Zavrtanik
    Danilo Zavrtanik is a Slovenian physicist and academic leader who has served as rector of the University of Nova Gorica.
  • 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: Danijel Žeželj
Triple: [Brian Azzarello, collaboratedWith, Danijel Žeželj]
Generated description
Danijel Žeželj is a Croatian comic book artist and illustrator known for his stark, expressionistic black-and-white style and work for major publishers like DC and Vertigo.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Danijel Žeželj
Target entity description: Danijel Žeželj is a Croatian comic book artist and illustrator known for his stark, expressionistic black-and-white style and work for major publishers like DC and Vertigo.
  • A. Branko Zebec
    Branko Zebec was a renowned Yugoslav football player and manager, best known for his tactical discipline and successful coaching stints with top European clubs in the 1960s and 1970s.
  • B. Zlatko Grgić
    Zlatko Grgić was a Croatian animator and film director best known for his influential work in animated films produced by the Zagreb Film studio.
  • C. Mirko Marjanović
    Mirko Marjanović was a Serbian politician and businessman who served as prime minister during the 1990s under Slobodan Milošević’s rule.
  • D. Dražen Grubišić
    Dražen Grubišić is a Croatian artist and designer best known as the co-creator of Zagreb’s internationally acclaimed Museum of Broken Relationships.
  • E. Danilo Zavrtanik
    Danilo Zavrtanik is a Slovenian physicist and academic leader who has served as rector of the University of Nova Gorica.
  • 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_69d8b9f59bd48190a6fc925a855b8bac completed April 10, 2026, 8:51 a.m.
NER Named-entity recognition batch_69e49c11530881908ad98fbd0a52b1c3 completed April 19, 2026, 9:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0313d7ca4881908ce9c8e9a8d44e11 completed May 12, 2026, 11:49 a.m.
NEDg Description generation batch_6a0315959c3c819096a93724638a970b completed May 12, 2026, 11:57 a.m.
NED2 Entity disambiguation (via description) batch_6a03165da2a081909ad7089d5135d23c completed May 12, 2026, noon
Created at: April 10, 2026, 10:18 a.m.