Triple

T7581550
Position Surface form Disambiguated ID Type / Status
Subject Little Ice Age E179500 entity
Predicate follows P134 FINISHED
Object Medieval Warm Period
The Medieval Warm Period was a climatic interval from roughly the 9th to 14th centuries characterized by relatively mild temperatures in parts of the Northern Hemisphere, preceding the cooler conditions of the Little Ice Age.
E675173 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: Medieval Warm Period | Statement: [Little Ice Age, follows, Medieval Warm Period]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Medieval Warm Period
Context triple: [Little Ice Age, follows, Medieval Warm Period]
  • A. Little Ice Age
    The Little Ice Age was a period of cooler global temperatures and glacial expansion, roughly from the 14th to the mid-19th century, that significantly affected climate, agriculture, and societies, especially in the Northern Hemisphere.
  • B. Holocene climatic optimum
    The Holocene climatic optimum was a warm period roughly 9,000–5,000 years ago when global temperatures, especially in the Northern Hemisphere, were higher than today, influencing the spread of forests and early human civilizations.
  • C. Viking Age
    The Viking Age was a period from the late 8th to the 11th century marked by Scandinavian seafaring expansion, raids, trade, and settlement across wide areas of Europe and beyond.
  • D. Camelot era
    The Camelot era refers to the idealized, nostalgic view of John F. Kennedy’s presidency as a brief, glamorous, and hopeful period in American history.
  • E. 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.
  • 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: Medieval Warm Period
Triple: [Little Ice Age, follows, Medieval Warm Period]
Generated description
The Medieval Warm Period was a climatic interval from roughly the 9th to 14th centuries characterized by relatively mild temperatures in parts of the Northern Hemisphere, preceding the cooler conditions of the Little Ice Age.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Medieval Warm Period
Target entity description: The Medieval Warm Period was a climatic interval from roughly the 9th to 14th centuries characterized by relatively mild temperatures in parts of the Northern Hemisphere, preceding the cooler conditions of the Little Ice Age.
  • A. Little Ice Age
    The Little Ice Age was a period of cooler global temperatures and glacial expansion, roughly from the 14th to the mid-19th century, that significantly affected climate, agriculture, and societies, especially in the Northern Hemisphere.
  • B. Holocene climatic optimum
    The Holocene climatic optimum was a warm period roughly 9,000–5,000 years ago when global temperatures, especially in the Northern Hemisphere, were higher than today, influencing the spread of forests and early human civilizations.
  • C. Viking Age
    The Viking Age was a period from the late 8th to the 11th century marked by Scandinavian seafaring expansion, raids, trade, and settlement across wide areas of Europe and beyond.
  • D. Camelot era
    The Camelot era refers to the idealized, nostalgic view of John F. Kennedy’s presidency as a brief, glamorous, and hopeful period in American history.
  • E. 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.
  • 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_69c69f327db881909a21ae3b156f8ded completed March 27, 2026, 3:16 p.m.
NER Named-entity recognition batch_69c6f97717048190b0ca1a74ed8a817e completed March 27, 2026, 9:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69c8617b8934819094f596e6a037e468 completed March 28, 2026, 11:17 p.m.
NEDg Description generation batch_69c862677e008190928ac5b4a47906fc completed March 28, 2026, 11:21 p.m.
NED2 Entity disambiguation (via description) batch_69c8630fe8608190afc7b67d9a80240b completed March 28, 2026, 11:24 p.m.
Created at: March 27, 2026, 3:52 p.m.