Triple

T21573339
Position Surface form Disambiguated ID Type / Status
Subject Bronze Age Arabia E532336 entity
Predicate precedes P97 FINISHED
Object Iron Age Arabia
Iron Age Arabia was a historical period on the Arabian Peninsula marked by the widespread use of iron tools and weapons, the rise of complex tribal societies and kingdoms, and expanding trade networks linking Arabia with neighboring civilizations.
E1492961 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: Iron Age Arabia | Statement: [Bronze Age Arabia, precedes, Iron Age Arabia]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iron Age Arabia
Context triple: [Bronze Age Arabia, precedes, Iron Age Arabia]
  • A. Bronze Age Arabia
    Bronze Age Arabia refers to the early historical period on the Arabian Peninsula characterized by the development of metalworking, trade networks, and emerging complex societies that laid foundations for later pre-Islamic cultures.
  • B. Pre-Islamic Arabia
    Pre-Islamic Arabia refers to the social, religious, and cultural landscape of the Arabian Peninsula before the advent of Islam in the 7th century, characterized by tribal structures, polytheistic beliefs, and a rich oral poetic tradition.
  • C. Iron Age Near East
    The Iron Age Near East was a historical era in the ancient Middle East marked by the widespread use of iron, the rise and interaction of powerful states and empires, and significant developments in warfare, trade, and culture.
  • D. Iron Age Levant
    The Iron Age Levant was a culturally rich and politically fragmented region of the Eastern Mediterranean where ancient kingdoms such as Israel, Judah, Moab, and others flourished between roughly 1200 and 500 BCE.
  • E. Samarra period
    The Samarra period was a mid-9th-century phase of the Abbasid Caliphate marked by the relocation of the capital to Samarra and characterized by heightened military influence, political instability, and cultural development.
  • 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: Iron Age Arabia
Triple: [Bronze Age Arabia, precedes, Iron Age Arabia]
Generated description
Iron Age Arabia was a historical period on the Arabian Peninsula marked by the widespread use of iron tools and weapons, the rise of complex tribal societies and kingdoms, and expanding trade networks linking Arabia with neighboring civilizations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iron Age Arabia
Target entity description: Iron Age Arabia was a historical period on the Arabian Peninsula marked by the widespread use of iron tools and weapons, the rise of complex tribal societies and kingdoms, and expanding trade networks linking Arabia with neighboring civilizations.
  • A. Bronze Age Arabia
    Bronze Age Arabia refers to the early historical period on the Arabian Peninsula characterized by the development of metalworking, trade networks, and emerging complex societies that laid foundations for later pre-Islamic cultures.
  • B. Pre-Islamic Arabia
    Pre-Islamic Arabia refers to the social, religious, and cultural landscape of the Arabian Peninsula before the advent of Islam in the 7th century, characterized by tribal structures, polytheistic beliefs, and a rich oral poetic tradition.
  • C. Iron Age Near East
    The Iron Age Near East was a historical era in the ancient Middle East marked by the widespread use of iron, the rise and interaction of powerful states and empires, and significant developments in warfare, trade, and culture.
  • D. Iron Age Levant
    The Iron Age Levant was a culturally rich and politically fragmented region of the Eastern Mediterranean where ancient kingdoms such as Israel, Judah, Moab, and others flourished between roughly 1200 and 500 BCE.
  • E. Samarra period
    The Samarra period was a mid-9th-century phase of the Abbasid Caliphate marked by the relocation of the capital to Samarra and characterized by heightened military influence, political instability, and cultural development.
  • 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_69e0c4618bec8190bcb0feb74568cbb1 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69eee9ce230c81909e12bd59497e2237 completed April 27, 2026, 4:45 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09fd2a05808190bc5e3717896d7f72 completed May 17, 2026, 5:38 p.m.
NEDg Description generation batch_6a09ff1ffb4c8190ac6bbe77055743a2 completed May 17, 2026, 5:47 p.m.
NED2 Entity disambiguation (via description) batch_6a09ff7d38d88190a8d4a39502711f2e completed May 17, 2026, 5:48 p.m.
Created at: April 16, 2026, 6:30 p.m.