Triple

T7232648
Position Surface form Disambiguated ID Type / Status
Subject Gaj's Latin alphabet E154939 entity
Predicate namedAfter P63 FINISHED
Object Ljudevit Gaj
Ljudevit Gaj was a 19th-century Croatian linguist, writer, and leading figure of the Illyrian movement who standardized the Croatian Latin alphabet and helped shape modern Croatian literary language.
E650457 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: Ljudevit Gaj | Statement: [Gaj's Latin alphabet, namedAfter, Ljudevit Gaj]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ljudevit Gaj
Context triple: [Gaj's Latin alphabet, namedAfter, Ljudevit Gaj]
  • A. Milan Hodža
    Milan Hodža was a Slovak agrarian politician, journalist, and statesman who became the first Slovak prime minister of Czechoslovakia and a prominent advocate of Central European cooperation.
  • B. Nikola Šubić Zrinski
    Nikola Šubić Zrinski was a 16th-century Croatian nobleman and military leader renowned for his heroic defense against the Ottoman Empire, particularly at the Battle of Szigetvár.
  • C. Ivan Gašparovič
    Ivan Gašparovič is a Slovak politician and lawyer who served as the third President of Slovakia from 2004 to 2014.
  • D. Franjo Gregurić
    Franjo Gregurić is a Croatian politician who served as prime minister during the early years of Croatia’s independence in the 1990s.
  • E. Michal Miloslav Hodža
    Michal Miloslav Hodža was a 19th-century Slovak Lutheran pastor, poet, and leading national activist who played a key role in shaping modern Slovak language and identity.
  • 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: Ljudevit Gaj
Triple: [Gaj's Latin alphabet, namedAfter, Ljudevit Gaj]
Generated description
Ljudevit Gaj was a 19th-century Croatian linguist, writer, and leading figure of the Illyrian movement who standardized the Croatian Latin alphabet and helped shape modern Croatian literary language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ljudevit Gaj
Target entity description: Ljudevit Gaj was a 19th-century Croatian linguist, writer, and leading figure of the Illyrian movement who standardized the Croatian Latin alphabet and helped shape modern Croatian literary language.
  • A. Milan Hodža
    Milan Hodža was a Slovak agrarian politician, journalist, and statesman who became the first Slovak prime minister of Czechoslovakia and a prominent advocate of Central European cooperation.
  • B. Nikola Šubić Zrinski
    Nikola Šubić Zrinski was a 16th-century Croatian nobleman and military leader renowned for his heroic defense against the Ottoman Empire, particularly at the Battle of Szigetvár.
  • C. Ivan Gašparovič
    Ivan Gašparovič is a Slovak politician and lawyer who served as the third President of Slovakia from 2004 to 2014.
  • D. Franjo Gregurić
    Franjo Gregurić is a Croatian politician who served as prime minister during the early years of Croatia’s independence in the 1990s.
  • E. Michal Miloslav Hodža
    Michal Miloslav Hodža was a 19th-century Slovak Lutheran pastor, poet, and leading national activist who played a key role in shaping modern Slovak language and identity.
  • 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_69c68811dd1c8190ac460bb39e64e1f0 completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6ea106cc881909348be576ced4beb completed March 27, 2026, 8:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7cc2786f88190b0008891f801ca95 completed March 28, 2026, 12:40 p.m.
NEDg Description generation batch_69c7cd7cb5f081908c2ca7ce8653f25f completed March 28, 2026, 12:45 p.m.
NED2 Entity disambiguation (via description) batch_69c7cdf9e0608190a466ed638b728924 completed March 28, 2026, 12:47 p.m.
Created at: March 27, 2026, 2:54 p.m.