Triple

T13646977
Position Surface form Disambiguated ID Type / Status
Subject Herzegovina E326127 entity
Predicate namedAfter P63 FINISHED
Object Herceg Stjepan Vukčić Kosača
Herceg Stjepan Vukčić Kosača was a powerful 15th-century Bosnian nobleman whose title of "Herceg" gave the region of Herzegovina its name.
E1117677 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: Herceg Stjepan Vukčić Kosača | Statement: [Herzegovina, namedAfter, Herceg Stjepan Vukčić Kosača]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Herceg Stjepan Vukčić Kosača
Context triple: [Herzegovina, namedAfter, Herceg Stjepan Vukčić Kosača]
  • A. Stefan Dragutin
    Stefan Dragutin was a medieval Serbian king who ruled parts of Serbia and Bosnia in the late 13th and early 14th centuries and played a key role in the regional politics of the Balkans.
  • B. Stefan Crnojević
    Stefan Crnojević was a 15th-century Montenegrin nobleman and de facto ruler of the Zeta region, known for consolidating local power and navigating between Venetian and Ottoman influence.
  • C. Lazar Hrebeljanović
    Lazar Hrebeljanović was a 14th-century Serbian prince and national hero, revered as a saint for his leadership and martyrdom at the Battle of Kosovo against the Ottoman Empire.
  • D. Stefan Nemanja
    Stefan Nemanja was a 12th-century Grand Prince of Serbia and founder of the Nemanjić dynasty, later venerated as Saint Simeon the Myrrh-streaming in the Serbian Orthodox Church.
  • E. Constantine Dragaš
    Constantine Dragaš was a 14th-century Serbian nobleman and regional ruler in eastern Macedonia, remembered as one of the last semi-independent lords before the full Ottoman conquest of the Balkans.
  • 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: Herceg Stjepan Vukčić Kosača
Triple: [Herzegovina, namedAfter, Herceg Stjepan Vukčić Kosača]
Generated description
Herceg Stjepan Vukčić Kosača was a powerful 15th-century Bosnian nobleman whose title of "Herceg" gave the region of Herzegovina its name.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Herceg Stjepan Vukčić Kosača
Target entity description: Herceg Stjepan Vukčić Kosača was a powerful 15th-century Bosnian nobleman whose title of "Herceg" gave the region of Herzegovina its name.
  • A. Stefan Dragutin
    Stefan Dragutin was a medieval Serbian king who ruled parts of Serbia and Bosnia in the late 13th and early 14th centuries and played a key role in the regional politics of the Balkans.
  • B. Stefan Crnojević
    Stefan Crnojević was a 15th-century Montenegrin nobleman and de facto ruler of the Zeta region, known for consolidating local power and navigating between Venetian and Ottoman influence.
  • C. Lazar Hrebeljanović
    Lazar Hrebeljanović was a 14th-century Serbian prince and national hero, revered as a saint for his leadership and martyrdom at the Battle of Kosovo against the Ottoman Empire.
  • D. Stefan Nemanja
    Stefan Nemanja was a 12th-century Grand Prince of Serbia and founder of the Nemanjić dynasty, later venerated as Saint Simeon the Myrrh-streaming in the Serbian Orthodox Church.
  • E. Constantine Dragaš
    Constantine Dragaš was a 14th-century Serbian nobleman and regional ruler in eastern Macedonia, remembered as one of the last semi-independent lords before the full Ottoman conquest of the Balkans.
  • 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_69d8076beddc8190a53156f5bea77f5e completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc6073e888190965456a639839749 completed April 12, 2026, 4:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69fdfb6e3d048190869bba1b4a7e255f completed May 8, 2026, 3:04 p.m.
NEDg Description generation batch_69fe0039e77881908f10b01b3a59c808 completed May 8, 2026, 3:24 p.m.
NED2 Entity disambiguation (via description) batch_69fe00e7a99881908b96f6915f1ac779 completed May 8, 2026, 3:27 p.m.
Created at: April 9, 2026, 9:52 p.m.