Triple

T4734222
Position Surface form Disambiguated ID Type / Status
Subject Battle of Cer E105084 entity
Predicate alsoKnownAs P39 FINISHED
Object Battle of Tser
The Battle of Tser (Battle of Cer) was a key early World War I engagement in August 1914 in which Serbian forces repelled an Austro-Hungarian invasion, marking one of the first Allied victories of the war.
E464356 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 Tser | Statement: [Battle of Cer, alsoKnownAs, Battle of Tser]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battle of Tser
Context triple: [Battle of Cer, alsoKnownAs, Battle of Tser]
  • A. Battle of Tsorona
    The Battle of Tsorona was a significant and intense engagement between Eritrean and Ethiopian forces during the late-1990s border war, noted for its heavy casualties and strategic importance along the contested frontier.
  • B. Battle of the Black Mountain
    The Battle of the Black Mountain was a major 1794 engagement in the War of the Pyrenees during the French Revolutionary Wars, in which French forces decisively defeated Spanish troops near the eastern Pyrenees.
  • C. Battle of Tug Argan
    The Battle of Tug Argan was a key 1940 World War II engagement in British Somaliland in which Italian forces overwhelmed British and Commonwealth defenders, leading to the temporary Italian occupation of the territory.
  • D. Battle of Callantsoog
    The Battle of Callantsoog was a 1799 amphibious landing and engagement in North Holland during the French Revolutionary Wars, in which British forces successfully came ashore against Franco-Batavian defenders.
  • E. Battle of Tirad Pass
    The Battle of Tirad Pass was a 1899 clash in the Philippine–American War where a small Filipino force led by General Gregorio del Pilar made a famed last stand to delay pursuing American troops and protect President Emilio Aguinaldo’s retreat.
  • 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 Tser
Triple: [Battle of Cer, alsoKnownAs, Battle of Tser]
Generated description
The Battle of Tser (Battle of Cer) was a key early World War I engagement in August 1914 in which Serbian forces repelled an Austro-Hungarian invasion, marking one of the first Allied victories of the war.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battle of Tser
Target entity description: The Battle of Tser (Battle of Cer) was a key early World War I engagement in August 1914 in which Serbian forces repelled an Austro-Hungarian invasion, marking one of the first Allied victories of the war.
  • A. Battle of Tsorona
    The Battle of Tsorona was a significant and intense engagement between Eritrean and Ethiopian forces during the late-1990s border war, noted for its heavy casualties and strategic importance along the contested frontier.
  • B. Battle of the Black Mountain
    The Battle of the Black Mountain was a major 1794 engagement in the War of the Pyrenees during the French Revolutionary Wars, in which French forces decisively defeated Spanish troops near the eastern Pyrenees.
  • C. Battle of Tug Argan
    The Battle of Tug Argan was a key 1940 World War II engagement in British Somaliland in which Italian forces overwhelmed British and Commonwealth defenders, leading to the temporary Italian occupation of the territory.
  • D. Battle of Callantsoog
    The Battle of Callantsoog was a 1799 amphibious landing and engagement in North Holland during the French Revolutionary Wars, in which British forces successfully came ashore against Franco-Batavian defenders.
  • E. Battle of Tirad Pass
    The Battle of Tirad Pass was a 1899 clash in the Philippine–American War where a small Filipino force led by General Gregorio del Pilar made a famed last stand to delay pursuing American troops and protect President Emilio Aguinaldo’s retreat.
  • 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_69bd43ee52048190b81a4f066534ffb3 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd6467a1fc819089485b4d76e0edc4 completed March 20, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69be10b0b8d08190ad1cd262ee870f08 completed March 21, 2026, 3:29 a.m.
NEDg Description generation batch_69be1485bcf0819096693abc5fbf34e3 completed March 21, 2026, 3:46 a.m.
NED2 Entity disambiguation (via description) batch_69be153db02881908a28b3ede1fdcb54 completed March 21, 2026, 3:49 a.m.
Created at: March 20, 2026, 1:19 p.m.