Triple

T19292078
Position Surface form Disambiguated ID Type / Status
Subject Frontiers Battles E482466 entity
Predicate alsoKnownAs P39 FINISHED
Object Battles of the Frontiers
Battles of the Frontiers were a series of early World War I engagements in August 1914 between German forces and the French and Belgian armies along the eastern borders of France and Belgium.
E1369575 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: Battles of the Frontiers | Statement: [Frontiers Battles, alsoKnownAs, Battles of the Frontiers]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Battles of the Frontiers
Context triple: [Frontiers Battles, alsoKnownAs, Battles of the Frontiers]
  • A. Battle of Velitrae
    The Battle of Velitrae was an early Republican-era clash between Roman forces and the Volsci near the town of Velitrae in central Italy, contributing to Rome’s gradual dominance over its Italic neighbors.
  • B. Battle of Lugos
    The Battle of Lugos was a late 17th-century engagement in the Great Turkish War between Habsburg and Ottoman forces in the Kingdom of Hungary.
  • C. Battle of Civetot
    The Battle of Civetot was a 1096 engagement during the People’s Crusade in which poorly organized Crusader forces were annihilated by Seljuk Turks near Nicaea in Anatolia.
  • D. Battle of the Margus
    The Battle of the Margus was a decisive clash in 285 AD between rival Roman emperors Carinus and Diocletian that led to Diocletian’s consolidation of power over the Roman Empire.
  • E. Battle of the Alps
    The Battle of the Alps was a brief 1940 World War II campaign in which French forces defended the Alpine frontier against an Italian invasion following Italy’s entry into the war.
  • 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: Battles of the Frontiers
Triple: [Frontiers Battles, alsoKnownAs, Battles of the Frontiers]
Generated description
Battles of the Frontiers were a series of early World War I engagements in August 1914 between German forces and the French and Belgian armies along the eastern borders of France and Belgium.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Battles of the Frontiers
Target entity description: Battles of the Frontiers were a series of early World War I engagements in August 1914 between German forces and the French and Belgian armies along the eastern borders of France and Belgium.
  • A. Battle of Velitrae
    The Battle of Velitrae was an early Republican-era clash between Roman forces and the Volsci near the town of Velitrae in central Italy, contributing to Rome’s gradual dominance over its Italic neighbors.
  • B. Battle of Lugos
    The Battle of Lugos was a late 17th-century engagement in the Great Turkish War between Habsburg and Ottoman forces in the Kingdom of Hungary.
  • C. Battle of Civetot
    The Battle of Civetot was a 1096 engagement during the People’s Crusade in which poorly organized Crusader forces were annihilated by Seljuk Turks near Nicaea in Anatolia.
  • D. Battle of the Margus
    The Battle of the Margus was a decisive clash in 285 AD between rival Roman emperors Carinus and Diocletian that led to Diocletian’s consolidation of power over the Roman Empire.
  • E. Battle of the Alps
    The Battle of the Alps was a brief 1940 World War II campaign in which French forces defended the Alpine frontier against an Italian invasion following Italy’s entry into the war.
  • 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_69d8e8cf61b0819096fe3e4107827c4e completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5fc819a7881909a7afbd06d9dd3f0 completed April 20, 2026, 10:14 a.m.
NED1 Entity disambiguation (via context triple) batch_6a07144f4dec8190a90234763f4586f6 completed May 15, 2026, 12:40 p.m.
NEDg Description generation batch_6a07187a53a08190b707b0e55dcdcb44 completed May 15, 2026, 12:58 p.m.
NED2 Entity disambiguation (via description) batch_6a0718cd7e9881909b39b362cc8bfcd8 completed May 15, 2026, 12:59 p.m.
Created at: April 10, 2026, 1:31 p.m.