Triple

T652834
Position Surface form Disambiguated ID Type / Status
Subject Bronze Age E11380 entity
Predicate hasEvent P811 FINISHED
Object Bronze Age collapse
The Bronze Age collapse was a widespread societal breakdown around the 12th century BCE in the Eastern Mediterranean and Near East, marked by the fall of major civilizations, disruption of trade networks, and a transition to the Early Iron Age.
E37057 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: Bronze Age collapse | Statement: [Bronze Age, hasEvent, Bronze Age collapse]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bronze Age collapse
Context triple: [Bronze Age, hasEvent, Bronze Age collapse]
  • A. Fall of the Western Roman Empire
    The Fall of the Western Roman Empire was the gradual decline and eventual collapse of Roman imperial authority in the West during the 5th century, marked by internal decay, barbarian invasions, and the deposition of the last Western emperor in 476 CE.
  • B. Crisis of the Third Century
    The Crisis of the Third Century was a period of severe political instability, military upheaval, economic collapse, and external invasion that nearly caused the disintegration of the Roman Empire between roughly 235 and 284 CE.
  • C. 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.
  • D. Aegean Bronze Age
    The Aegean Bronze Age was a prehistoric era (c. 3200–1100 BCE) in the Aegean region marked by advanced palace-centered societies, extensive trade networks, and the flourishing of Minoan and Mycenaean civilizations.
  • E. Time of Troubles
    The Time of Troubles was a chaotic period in Russian history marked by dynastic crisis, foreign intervention, and widespread social unrest in the early 17th century.
  • 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: Bronze Age collapse
Triple: [Bronze Age, hasEvent, Bronze Age collapse]
Generated description
The Bronze Age collapse was a widespread societal breakdown around the 12th century BCE in the Eastern Mediterranean and Near East, marked by the fall of major civilizations, disruption of trade networks, and a transition to the Early Iron Age.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bronze Age collapse
Target entity description: The Bronze Age collapse was a widespread societal breakdown around the 12th century BCE in the Eastern Mediterranean and Near East, marked by the fall of major civilizations, disruption of trade networks, and a transition to the Early Iron Age.
  • A. Fall of the Western Roman Empire
    The Fall of the Western Roman Empire was the gradual decline and eventual collapse of Roman imperial authority in the West during the 5th century, marked by internal decay, barbarian invasions, and the deposition of the last Western emperor in 476 CE.
  • B. Crisis of the Third Century
    The Crisis of the Third Century was a period of severe political instability, military upheaval, economic collapse, and external invasion that nearly caused the disintegration of the Roman Empire between roughly 235 and 284 CE.
  • C. 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.
  • D. Aegean Bronze Age chosen
    The Aegean Bronze Age was a prehistoric era (c. 3200–1100 BCE) in the Aegean region marked by advanced palace-centered societies, extensive trade networks, and the flourishing of Minoan and Mycenaean civilizations.
  • E. Time of Troubles
    The Time of Troubles was a chaotic period in Russian history marked by dynastic crisis, foreign intervention, and widespread social unrest in the early 17th century.
  • F. None of above.

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_69a493266a2881909daf4c40f719dee8 completed March 1, 2026, 7:27 p.m.
NER Named-entity recognition batch_69a49f4a660c8190b887cb4da01ef7ae completed March 1, 2026, 8:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69a58a7391648190916cca6442c5da1a completed March 2, 2026, 1:02 p.m.
NEDg Description generation batch_69a58e612fa481909a5c296d908688b5 completed March 2, 2026, 1:19 p.m.
NED2 Entity disambiguation (via description) batch_69a58ec7aef0819091b54eecba09f4cb completed March 2, 2026, 1:21 p.m.
Created at: March 1, 2026, 7:36 p.m.