Triple

T135028
Position Surface form Disambiguated ID Type / Status
Subject Middle Ages E2729 entity
Predicate hasPart P35 FINISHED
Object Late Middle Ages
The Late Middle Ages was the final phase of medieval European history, marked by social upheaval, the Black Death, the Hundred Years’ War, and the transition toward the Renaissance.
E16288 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: Late Middle Ages | Statement: [Middle Ages, hasPart, Late Middle Ages]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Late Middle Ages
Context triple: [Middle Ages, hasPart, Late Middle Ages]
  • A. High Middle Ages
    The High Middle Ages was a period of European history, roughly from the 11th to the 13th century, marked by population growth, the rise of powerful monarchies, flourishing trade and towns, and significant cultural and intellectual revival.
  • B. Middle Ages
    The Middle Ages was a period of European history from roughly the 5th to the late 15th century, marked by feudalism, the rise of Christianity, and the formation of many modern European cultures and languages.
  • C. Renaissance
    The Renaissance was a transformative European cultural movement from the 14th to 17th centuries marked by a revival of classical learning, flourishing arts, and major advances in science and humanist thought.
  • D. Early Modern period
    The Early Modern period was a transformative era from roughly the late 15th to the late 18th century marked by global exploration, the rise of powerful nation-states, religious upheavals, and the beginnings of modern science and capitalism.
  • E. Avignon Papacy
    The Avignon Papacy was a period in the 14th century when the popes resided in Avignon rather than Rome, significantly shaping medieval church politics and contributing to later crises like the Western Schism.
  • 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: Late Middle Ages
Triple: [Middle Ages, hasPart, Late Middle Ages]
Generated description
The Late Middle Ages was the final phase of medieval European history, marked by social upheaval, the Black Death, the Hundred Years’ War, and the transition toward the Renaissance.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Late Middle Ages
Target entity description: The Late Middle Ages was the final phase of medieval European history, marked by social upheaval, the Black Death, the Hundred Years’ War, and the transition toward the Renaissance.
  • A. High Middle Ages
    The High Middle Ages was a period of European history, roughly from the 11th to the 13th century, marked by population growth, the rise of powerful monarchies, flourishing trade and towns, and significant cultural and intellectual revival.
  • B. Middle Ages
    The Middle Ages was a period of European history from roughly the 5th to the late 15th century, marked by feudalism, the rise of Christianity, and the formation of many modern European cultures and languages.
  • C. Renaissance
    The Renaissance was a transformative European cultural movement from the 14th to 17th centuries marked by a revival of classical learning, flourishing arts, and major advances in science and humanist thought.
  • D. Early Modern period
    The Early Modern period was a transformative era from roughly the late 15th to the late 18th century marked by global exploration, the rise of powerful nation-states, religious upheavals, and the beginnings of modern science and capitalism.
  • E. Avignon Papacy
    The Avignon Papacy was a period in the 14th century when the popes resided in Avignon rather than Rome, significantly shaping medieval church politics and contributing to later crises like the Western Schism.
  • 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_69a2520c0f3481908b0ed054a2fca8d0 completed Feb. 28, 2026, 2:25 a.m.
NER Named-entity recognition batch_69a257a3ad908190b6a8652f09ae0cbb completed Feb. 28, 2026, 2:49 a.m.
NED1 Entity disambiguation (via context triple) batch_69a2b4bad1a0819098459e2a9d6b8d2a completed Feb. 28, 2026, 9:26 a.m.
NEDg Description generation batch_69a2b55279a08190b9e73f6f9faf1ebe completed Feb. 28, 2026, 9:28 a.m.
NED2 Entity disambiguation (via description) batch_69a2b5e5c0d08190a1da63663e5c932d completed Feb. 28, 2026, 9:31 a.m.
Created at: Feb. 28, 2026, 2:30 a.m.