Triple

T3438954
Position Surface form Disambiguated ID Type / Status
Subject Germanic Iron Age E72522 entity
Predicate follows P134 FINISHED
Object Pre-Roman Iron Age
The Pre-Roman Iron Age was a Northern European prehistoric period marked by the early use of iron and distinct regional cultures before significant contact with the Roman Empire.
E72522 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: Pre-Roman Iron Age | Statement: [Germanic Iron Age, follows, Pre-Roman Iron Age]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Pre-Roman Iron Age
Context triple: [Germanic Iron Age, follows, Pre-Roman Iron Age]
  • A. 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.
  • B. 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.
  • C. Germanic Iron Age
    The Germanic Iron Age was a period in Northern European prehistory marked by the development of distinct Germanic cultures, metalworking, and social structures that laid the groundwork for the later Viking Age.
  • D. 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.
  • E. Iron Age II
    Iron Age II was a period in the ancient Near East, roughly spanning the first millennium BCE, marked by the rise of complex states, widespread use of iron tools and weapons, and the flourishing of kingdoms such as Israel and Judah.
  • 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: Pre-Roman Iron Age
Triple: [Germanic Iron Age, follows, Pre-Roman Iron Age]
Generated description
The Pre-Roman Iron Age was a Northern European prehistoric period marked by the early use of iron and distinct regional cultures before significant contact with the Roman Empire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Pre-Roman Iron Age
Target entity description: The Pre-Roman Iron Age was a Northern European prehistoric period marked by the early use of iron and distinct regional cultures before significant contact with the Roman Empire.
  • A. 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.
  • B. 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.
  • C. Germanic Iron Age chosen
    The Germanic Iron Age was a period in Northern European prehistory marked by the development of distinct Germanic cultures, metalworking, and social structures that laid the groundwork for the later Viking Age.
  • D. 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.
  • E. Iron Age II
    Iron Age II was a period in the ancient Near East, roughly spanning the first millennium BCE, marked by the rise of complex states, widespread use of iron tools and weapons, and the flourishing of kingdoms such as Israel and Judah.
  • 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_69ad85af50288190a854b76653deee6f completed March 8, 2026, 2:20 p.m.
NER Named-entity recognition batch_69adb9f6de1481909b789f4b0e1113d3 completed March 8, 2026, 6:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69b360d0beb08190921d7cfe6b86eab2 completed March 13, 2026, 12:56 a.m.
NEDg Description generation batch_69b3615cf80481908ff305f995d0b176 completed March 13, 2026, 12:59 a.m.
NED2 Entity disambiguation (via description) batch_69b36249b50881909ebae2d35b30cc1c completed March 13, 2026, 1:03 a.m.
Created at: March 8, 2026, 3:16 p.m.