Triple

T15517970
Position Surface form Disambiguated ID Type / Status
Subject Albanian National Awakening E368881 entity
Predicate keyFigure P256 FINISHED
Object Naim Frashëri
Naim Frashëri was a leading 19th-century Albanian poet, writer, and ideologue whose works and activism were central to shaping modern Albanian national identity and literature.
 E1163666 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: Naim Frashëri | Statement: [Albanian National Awakening, keyFigure, Naim Frashëri]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Naim Frashëri
Context triple: [Albanian National Awakening, keyFigure, Naim Frashëri]
  • A. Sami Frashëri
    Sami Frashëri was a prominent 19th-century Albanian writer, intellectual, and nationalist ideologue who played a crucial role in shaping modern Albanian identity and language.
  • B. Ilir Hoxha
    Ilir Hoxha is the son of former Albanian communist leader Enver Hoxha and Nexhmije Hoxha, known primarily for his connection to this prominent political family.
  • C. Artan Hoxha
    Artan Hoxha is an Albanian academic and university leader who serves as the rector of the University of Tirana.
  • D. Enver Gjokaj
    Enver Gjokaj is an American actor best known for his roles in Joss Whedon’s series "Dollhouse" and the Marvel television franchise, including "Agent Carter."
  • E. Shtjefën Gjeçovi
    Shtjefën Gjeçovi was an Albanian Franciscan priest, folklorist, and scholar known for collecting and systematizing traditional Albanian customary law and cultural heritage.
  • 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: Naim Frashëri
Triple: [Albanian National Awakening, keyFigure, Naim Frashëri]
Generated description
Naim Frashëri was a leading 19th-century Albanian poet, writer, and ideologue whose works and activism were central to shaping modern Albanian national identity and literature.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Naim Frashëri
Target entity description: Naim Frashëri was a leading 19th-century Albanian poet, writer, and ideologue whose works and activism were central to shaping modern Albanian national identity and literature.
  • A. Sami Frashëri
    Sami Frashëri was a prominent 19th-century Albanian writer, intellectual, and nationalist ideologue who played a crucial role in shaping modern Albanian identity and language.
  • B. Ilir Hoxha
    Ilir Hoxha is the son of former Albanian communist leader Enver Hoxha and Nexhmije Hoxha, known primarily for his connection to this prominent political family.
  • C. Artan Hoxha
    Artan Hoxha is an Albanian academic and university leader who serves as the rector of the University of Tirana.
  • D. Enver Gjokaj
    Enver Gjokaj is an American actor best known for his roles in Joss Whedon’s series "Dollhouse" and the Marvel television franchise, including "Agent Carter."
  • E. Shtjefën Gjeçovi
    Shtjefën Gjeçovi was an Albanian Franciscan priest, folklorist, and scholar known for collecting and systematizing traditional Albanian customary law and cultural heritage.
  • 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_69d85a1794cc8190b0b428716296e63e completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e040343d9c8190a7d1f197c108bd9d completed April 16, 2026, 1:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff4552a8dc819082cb6c31a2c05606 completed May 9, 2026, 2:31 p.m.
NEDg Description generation batch_69ff4765f4a88190a6d12bdb8e158a88 completed May 9, 2026, 2:40 p.m.
NED2 Entity disambiguation (via description) batch_69ff47d81e408190888b86f3f69ca76e completed May 9, 2026, 2:42 p.m.
Created at: April 10, 2026, 4:03 a.m.