Triple

T13862062
Position Surface form Disambiguated ID Type / Status
Subject Serbo-Bulgarian War E333221 entity
Predicate majorBattle P259 FINISHED
Object Battle of Pirot
The Battle of Pirot was a key 1885 clash between Serbian and Bulgarian forces that helped determine the outcome of the Serbo-Bulgarian War and the regional balance of power in the Balkans.
E1069100 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: Battle of Pirot | Statement: [Serbo-Bulgarian War, majorBattle, Battle of Pirot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Pirot
Context triple: [Serbo-Bulgarian War, majorBattle, Battle of Pirot]
  • A. Battle of Kumanovo
    The Battle of Kumanovo was a major 1912 First Balkan War engagement in which Serbian forces decisively defeated the Ottoman army, paving the way for Serbian control of much of Macedonia.
  • B. Battle of Pakrac
    The Battle of Pakrac was an early 1991 armed clash between Croatian forces and Serb insurgents in the town of Pakrac, marking one of the first significant confrontations of the Croatian War of Independence.
  • C. Battle of Mišar
    The Battle of Mišar was a key 1806 clash during the First Serbian Uprising in which Serbian revolutionary forces decisively defeated an Ottoman army, strengthening the rebellion’s position.
  • D. Battle of Drina
    The Battle of Drina was a major World War I confrontation between Austro-Hungarian and Serbian forces along the Drina River in 1914, forming part of the Serbian Campaign on the Balkan front.
  • E. Battle of Zvečan
    The Battle of Zvečan was a medieval conflict in which Serbian king Stefan Dečanski secured a significant victory that helped consolidate his rule.
  • 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: Battle of Pirot
Triple: [Serbo-Bulgarian War, majorBattle, Battle of Pirot]
Generated description
The Battle of Pirot was a key 1885 clash between Serbian and Bulgarian forces that helped determine the outcome of the Serbo-Bulgarian War and the regional balance of power in the Balkans.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Pirot
Target entity description: The Battle of Pirot was a key 1885 clash between Serbian and Bulgarian forces that helped determine the outcome of the Serbo-Bulgarian War and the regional balance of power in the Balkans.
  • A. Battle of Kumanovo
    The Battle of Kumanovo was a major 1912 First Balkan War engagement in which Serbian forces decisively defeated the Ottoman army, paving the way for Serbian control of much of Macedonia.
  • B. Battle of Pakrac
    The Battle of Pakrac was an early 1991 armed clash between Croatian forces and Serb insurgents in the town of Pakrac, marking one of the first significant confrontations of the Croatian War of Independence.
  • C. Battle of Mišar
    The Battle of Mišar was a key 1806 clash during the First Serbian Uprising in which Serbian revolutionary forces decisively defeated an Ottoman army, strengthening the rebellion’s position.
  • D. Battle of Drina
    The Battle of Drina was a major World War I confrontation between Austro-Hungarian and Serbian forces along the Drina River in 1914, forming part of the Serbian Campaign on the Balkan front.
  • E. Battle of Zvečan
    The Battle of Zvečan was a medieval conflict in which Serbian king Stefan Dečanski secured a significant victory that helped consolidate his rule.
  • 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_69d81c5ced9c8190b0e9bcc6effe5959 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de05c20db88190acb842748aa01039 completed April 14, 2026, 9:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c70c41f081908b6af3f419d8468d completed May 3, 2026, 10:07 p.m.
NEDg Description generation batch_69f7caf92b3c8190923f0b22e8ed7c2c completed May 3, 2026, 10:23 p.m.
NED2 Entity disambiguation (via description) batch_69f7cb846f788190a62a6dd181fa64ee completed May 3, 2026, 10:26 p.m.
Created at: April 9, 2026, 10:14 p.m.