Triple

T10056501
Position Surface form Disambiguated ID Type / Status
Subject Roman Spain E208874 entity
Predicate conflict P12 FINISHED
Object Cantabrian Wars
The Cantabrian Wars were a series of late 1st-century BC military campaigns in northern Hispania through which the Roman Empire brutally subdued the last independent tribes of the Iberian Peninsula.
E838625 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: Cantabrian Wars | Statement: [Roman Spain, conflict, Cantabrian Wars]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Cantabrian Wars
Context triple: [Roman Spain, conflict, Cantabrian Wars]
  • A. Celtiberian Wars
    The Celtiberian Wars were a series of conflicts in the 2nd century BCE between the Roman Republic and the Celtiberian tribes of the Iberian Peninsula, crucial to Rome’s conquest of Hispania.
  • B. Iberian War
    The Iberian War was a 6th-century conflict between the Eastern Roman (Byzantine) Empire and the Sasanian Persian Empire over control and influence in the Caucasian kingdom of Iberia (eastern Georgia).
  • C. Jugurthine War
    The Jugurthine War was a late 2nd-century BCE conflict between Rome and King Jugurtha of Numidia that exposed deep political corruption in the Roman Republic and helped launch the career of Gaius Marius.
  • D. Cimbrian War
    The Cimbrian War was a late 2nd-century BC conflict in which the Roman Republic fought migrating Germanic and Celtic tribes, leading to major military reforms and the rise of Gaius Marius.
  • E. Roman–Hernican wars
    The Roman–Hernican wars were a series of early conflicts in central Italy between the expanding Roman Republic and the neighboring Hernici people during the 4th century BC.
  • 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: Cantabrian Wars
Triple: [Roman Spain, conflict, Cantabrian Wars]
Generated description
The Cantabrian Wars were a series of late 1st-century BC military campaigns in northern Hispania through which the Roman Empire brutally subdued the last independent tribes of the Iberian Peninsula.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Cantabrian Wars
Target entity description: The Cantabrian Wars were a series of late 1st-century BC military campaigns in northern Hispania through which the Roman Empire brutally subdued the last independent tribes of the Iberian Peninsula.
  • A. Celtiberian Wars
    The Celtiberian Wars were a series of conflicts in the 2nd century BCE between the Roman Republic and the Celtiberian tribes of the Iberian Peninsula, crucial to Rome’s conquest of Hispania.
  • B. Iberian War
    The Iberian War was a 6th-century conflict between the Eastern Roman (Byzantine) Empire and the Sasanian Persian Empire over control and influence in the Caucasian kingdom of Iberia (eastern Georgia).
  • C. Jugurthine War
    The Jugurthine War was a late 2nd-century BCE conflict between Rome and King Jugurtha of Numidia that exposed deep political corruption in the Roman Republic and helped launch the career of Gaius Marius.
  • D. Cimbrian War
    The Cimbrian War was a late 2nd-century BC conflict in which the Roman Republic fought migrating Germanic and Celtic tribes, leading to major military reforms and the rise of Gaius Marius.
  • E. Roman–Hernican wars
    The Roman–Hernican wars were a series of early conflicts in central Italy between the expanding Roman Republic and the neighboring Hernici people during the 4th century BC.
  • 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_69ca836094408190a36a1ea7e9a86fcd completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cdcfae503881909b9f016da4e2207d completed April 2, 2026, 2:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69d29a5258788190a4ecdefa5b520609 completed April 5, 2026, 5:22 p.m.
NEDg Description generation batch_69d29b7430248190b8965eaf1286dd7c completed April 5, 2026, 5:27 p.m.
NED2 Entity disambiguation (via description) batch_69d29c7ba9f081908f4614098d6c954b completed April 5, 2026, 5:31 p.m.
Created at: March 30, 2026, 8:57 p.m.