Triple

T14698628
Position Surface form Disambiguated ID Type / Status
Subject Roman conquest of Spain E345229 entity
Predicate hasPart P35 FINISHED
Object Roman campaigns against the Turdetani
The Roman campaigns against the Turdetani were a series of military operations in southern Iberia through which Rome subdued one of the region’s most advanced pre-Roman peoples, consolidating its control over Hispania.
E1113729 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: Roman campaigns against the Turdetani | Statement: [Roman conquest of Spain, hasPart, Roman campaigns against the Turdetani]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Roman campaigns against the Turdetani
Context triple: [Roman conquest of Spain, hasPart, Roman campaigns against the Turdetani]
  • A. Roman campaigns against the Bruttii
    Roman campaigns against the Bruttii were a series of military operations in the late 4th and early 3rd centuries BC through which the Roman Republic subdued the Bruttian tribes and consolidated its control over the toe of the Italian peninsula.
  • B. Carthaginian campaigns in Hispania
    The Carthaginian campaigns in Hispania were a series of military and political operations led chiefly by the Barcid family to expand and consolidate Carthaginian power on the Iberian Peninsula in the decades before the Second Punic War.
  • C. 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.
  • D. 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.
  • 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: Roman campaigns against the Turdetani
Triple: [Roman conquest of Spain, hasPart, Roman campaigns against the Turdetani]
Generated description
The Roman campaigns against the Turdetani were a series of military operations in southern Iberia through which Rome subdued one of the region’s most advanced pre-Roman peoples, consolidating its control over Hispania.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Roman campaigns against the Turdetani
Target entity description: The Roman campaigns against the Turdetani were a series of military operations in southern Iberia through which Rome subdued one of the region’s most advanced pre-Roman peoples, consolidating its control over Hispania.
  • A. Roman campaigns against the Bruttii
    Roman campaigns against the Bruttii were a series of military operations in the late 4th and early 3rd centuries BC through which the Roman Republic subdued the Bruttian tribes and consolidated its control over the toe of the Italian peninsula.
  • B. Carthaginian campaigns in Hispania
    The Carthaginian campaigns in Hispania were a series of military and political operations led chiefly by the Barcid family to expand and consolidate Carthaginian power on the Iberian Peninsula in the decades before the Second Punic War.
  • C. 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.
  • D. 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.
  • 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_69d822e4a8c08190a155df736bb7bc13 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb604f88081908a677175045496d0 completed April 14, 2026, 9:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69fde19040e0819099159ed2609c6965 completed May 8, 2026, 1:13 p.m.
NEDg Description generation batch_69fde43698e881908226ae4907910249 completed May 8, 2026, 1:25 p.m.
NED2 Entity disambiguation (via description) batch_69fde53290a48190b3701472bb4e3d63 completed May 8, 2026, 1:29 p.m.
Created at: April 10, 2026, 1:28 a.m.