Triple

T1734743
Position Surface form Disambiguated ID Type / Status
Subject Hittite Empire E37895 entity
Predicate collapsedDuring P4060 FINISHED
Object Late Bronze Age collapse
The Late Bronze Age collapse was a widespread period of societal and political disintegration around the 12th century BCE that saw the downfall of several major Eastern Mediterranean and Near Eastern civilizations.
E193306 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 Bronze Age collapse | Statement: [Hittite Empire, collapsedDuring, Late Bronze Age collapse]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Late Bronze Age collapse
Context triple: [Hittite Empire, collapsedDuring, Late Bronze Age collapse]
  • A. Late Bronze Age
    The Late Bronze Age was the final phase of the Bronze Age, marked by advanced metalworking, complex societies, extensive trade networks, and the emergence or flourishing of early civilizations across the Near East, Mediterranean, and parts of Europe and Asia.
  • B. 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.
  • 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. Tannaitic period
    The Tannaitic period was the early era of Rabbinic Judaism, roughly from the 1st to early 3rd centuries CE, during which the Mishnah and related foundational rabbinic teachings were developed and compiled.
  • E. 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.
  • 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 Bronze Age collapse
Triple: [Hittite Empire, collapsedDuring, Late Bronze Age collapse]
Generated description
The Late Bronze Age collapse was a widespread period of societal and political disintegration around the 12th century BCE that saw the downfall of several major Eastern Mediterranean and Near Eastern civilizations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Late Bronze Age collapse
Target entity description: The Late Bronze Age collapse was a widespread period of societal and political disintegration around the 12th century BCE that saw the downfall of several major Eastern Mediterranean and Near Eastern civilizations.
  • A. Late Bronze Age
    The Late Bronze Age was the final phase of the Bronze Age, marked by advanced metalworking, complex societies, extensive trade networks, and the emergence or flourishing of early civilizations across the Near East, Mediterranean, and parts of Europe and Asia.
  • B. 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.
  • 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. Tannaitic period
    The Tannaitic period was the early era of Rabbinic Judaism, roughly from the 1st to early 3rd centuries CE, during which the Mishnah and related foundational rabbinic teachings were developed and compiled.
  • E. 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.
  • 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_69a8861cc6ac8190ac0b2e31ccf62851 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69aa63a2168c819093d302632ff4b7c2 completed March 6, 2026, 5:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69ad8afd15a881909a5d55dd960799d1 completed March 8, 2026, 2:43 p.m.
NEDg Description generation batch_69ad957e9a6c81909d52bf2def797526 completed March 8, 2026, 3:27 p.m.
NED2 Entity disambiguation (via description) batch_69ad97b6c03881909f278594e800c0f5 completed March 8, 2026, 3:37 p.m.
Created at: March 4, 2026, 7:30 p.m.