Triple

T15690276
Position Surface form Disambiguated ID Type / Status
Subject Luigj Gurakuqi E380308 entity
Predicate hasHonor P11 FINISHED
Object University of Shkodër "Luigj Gurakuqi" named after him
The University of Shkodër "Luigj Gurakuqi" is a public higher education institution in Shkodër, Albania, named in honor of the prominent Albanian writer, educator, and nationalist Luigj Gurakuqi.
 E1170712 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: University of Shkodër "Luigj Gurakuqi" named after him | Statement: [Luigj Gurakuqi, hasHonor, University of Shkodër "Luigj Gurakuqi" named after him]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University of Shkodër "Luigj Gurakuqi" named after him
Context triple: [Luigj Gurakuqi, hasHonor, University of Shkodër "Luigj Gurakuqi" named after him]
  • A. University of Gjakova "Fehmi Agani"
    The University of Gjakova "Fehmi Agani" is a public higher education institution in Gjakova, Kosovo, offering a range of academic programs and research activities across multiple disciplines.
  • B. University of Vlora
    The University of Vlora is a public higher education institution in the coastal city of Vlorë, Albania, offering a range of undergraduate and graduate programs across multiple disciplines.
  • C. University of Tirana
    The University of Tirana is the largest and oldest public university in Albania, located in the capital city and offering a wide range of academic programs across multiple disciplines.
  • D. University of Prizren
    The University of Prizren is a public higher education institution in Prizren, Kosovo, offering a range of undergraduate and graduate programs across various academic disciplines.
  • E. University of Medicine, Tirana
    The University of Medicine, Tirana is a leading Albanian public institution of higher education and research specializing in medical and health sciences.
  • 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: University of Shkodër "Luigj Gurakuqi" named after him
Triple: [Luigj Gurakuqi, hasHonor, University of Shkodër "Luigj Gurakuqi" named after him]
Generated description
The University of Shkodër "Luigj Gurakuqi" is a public higher education institution in Shkodër, Albania, named in honor of the prominent Albanian writer, educator, and nationalist Luigj Gurakuqi.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University of Shkodër "Luigj Gurakuqi" named after him
Target entity description: The University of Shkodër "Luigj Gurakuqi" is a public higher education institution in Shkodër, Albania, named in honor of the prominent Albanian writer, educator, and nationalist Luigj Gurakuqi.
  • A. University of Gjakova "Fehmi Agani"
    The University of Gjakova "Fehmi Agani" is a public higher education institution in Gjakova, Kosovo, offering a range of academic programs and research activities across multiple disciplines.
  • B. University of Vlora
    The University of Vlora is a public higher education institution in the coastal city of Vlorë, Albania, offering a range of undergraduate and graduate programs across multiple disciplines.
  • C. University of Tirana
    The University of Tirana is the largest and oldest public university in Albania, located in the capital city and offering a wide range of academic programs across multiple disciplines.
  • D. University of Prizren
    The University of Prizren is a public higher education institution in Prizren, Kosovo, offering a range of undergraduate and graduate programs across various academic disciplines.
  • E. University of Medicine, Tirana
    The University of Medicine, Tirana is a leading Albanian public institution of higher education and research specializing in medical and health sciences.
  • 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_69d86d99e860819094b6957cde470f2c completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e04f4e59988190aaf12f6a07c8f0e4 completed April 16, 2026, 2:54 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff6eebaccc8190a61fb2f9b9bdbcc1 completed May 9, 2026, 5:29 p.m.
NEDg Description generation batch_69ff6fb61144819085460226d406161d completed May 9, 2026, 5:32 p.m.
NED2 Entity disambiguation (via description) batch_69ff705b1ea08190bf08b99c19715e57 completed May 9, 2026, 5:35 p.m.
Created at: April 10, 2026, 4:44 a.m.