Triple

T3175827
Position Surface form Disambiguated ID Type / Status
Subject Stone Age E66462 entity
Predicate precedes P97 FINISHED
Object Copper Age
The Copper Age was a prehistoric period marked by the first widespread human use of copper tools and weapons, bridging the transition between the Stone Age and the Bronze Age.
E334799 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: Copper Age | Statement: [Stone Age, precedes, Copper Age]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Copper Age
Context triple: [Stone Age, precedes, Copper Age]
  • A. Bronze Age
    The Bronze Age was an ancient era characterized by the widespread use of bronze tools and weapons, early urbanization, and the emergence of complex societies across regions including the Near East, where the Hebrews lived.
  • B. Early Bronze Age
    The Early Bronze Age was a prehistoric period marked by the widespread adoption of bronze metallurgy, the rise of the first urban civilizations, and significant advances in social complexity and long-distance trade across regions such as Mesopotamia, Anatolia, and the Levant.
  • C. Middle Bronze Age
    The Middle Bronze Age was a prehistoric period characterized by the widespread use of bronze, the rise of complex urban societies, and extensive trade networks across regions such as the Near East and Anatolia.
  • D. Iron Age
    The Iron Age was a major prehistoric and early historic era marked by the widespread use of iron tools and weapons, urban growth, and complex societies across regions including the ancient Near East where the Hebrews lived.
  • E. Nordic Bronze Age
    The Nordic Bronze Age was a prehistoric cultural period in Scandinavia, roughly 1700–500 BCE, marked by advanced metalworking, rich rock art traditions, and extensive trade networks across Northern Europe.
  • 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: Copper Age
Triple: [Stone Age, precedes, Copper Age]
Generated description
The Copper Age was a prehistoric period marked by the first widespread human use of copper tools and weapons, bridging the transition between the Stone Age and the Bronze Age.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Copper Age
Target entity description: The Copper Age was a prehistoric period marked by the first widespread human use of copper tools and weapons, bridging the transition between the Stone Age and the Bronze Age.
  • A. Bronze Age
    The Bronze Age was an ancient era characterized by the widespread use of bronze tools and weapons, early urbanization, and the emergence of complex societies across regions including the Near East, where the Hebrews lived.
  • B. Early Bronze Age
    The Early Bronze Age was a prehistoric period marked by the widespread adoption of bronze metallurgy, the rise of the first urban civilizations, and significant advances in social complexity and long-distance trade across regions such as Mesopotamia, Anatolia, and the Levant.
  • C. Middle Bronze Age
    The Middle Bronze Age was a prehistoric period characterized by the widespread use of bronze, the rise of complex urban societies, and extensive trade networks across regions such as the Near East and Anatolia.
  • D. Iron Age
    The Iron Age was a major prehistoric and early historic era marked by the widespread use of iron tools and weapons, urban growth, and complex societies across regions including the ancient Near East where the Hebrews lived.
  • E. Nordic Bronze Age
    The Nordic Bronze Age was a prehistoric cultural period in Scandinavia, roughly 1700–500 BCE, marked by advanced metalworking, rich rock art traditions, and extensive trade networks across Northern Europe.
  • 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_69ad8586a34c8190944c63ec11a8de1a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada671e6848190a683eec1519b9268 completed March 8, 2026, 4:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69b24b7076d48190b614e4b48965e0b4 completed March 12, 2026, 5:13 a.m.
NEDg Description generation batch_69b24c9f4488819096b33baa4f35deaa completed March 12, 2026, 5:18 a.m.
NED2 Entity disambiguation (via description) batch_69b24d4f4b1c819094d2073c9889fecf completed March 12, 2026, 5:21 a.m.
Created at: March 8, 2026, 3:06 p.m.