Triple

T23262800
Position Surface form Disambiguated ID Type / Status
Subject Medieval Scotland E582057 entity
Predicate follows P134 FINISHED
Object Iron Age Scotland
Iron Age Scotland refers to the period in Scottish prehistory characterized by the use of iron tools and weapons, distinctive hillforts and brochs, and the development of complex tribal societies before the advent of written records and the medieval era.
E1576465 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 Scotland | Statement: [Medieval Scotland, follows, Iron Age Scotland]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Iron Age Scotland
Context triple: [Medieval Scotland, follows, Iron Age Scotland]
  • A. Medieval Scotland
    Medieval Scotland was the historical kingdom that emerged in the early Middle Ages and developed into a distinct feudal monarchy with its own legal, cultural, and political institutions prior to the early modern period.
  • B. 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.
  • C. Neolithic Britain
    Neolithic Britain was the prehistoric period on the British Isles (c. 4000–2500 BCE) marked by the introduction of farming, construction of monumental stone and earthworks such as Stonehenge, and the development of settled communities and complex ritual landscapes.
  • D. Caledonian society
    A Caledonian society is a cultural organization formed by people of Scottish descent to preserve and promote Scottish heritage, traditions, and community abroad.
  • E. Iron Age I
    Iron Age I was an early phase of the Iron Age in the ancient Near East, marked by the transition from Bronze Age societies to emerging Israelite and neighboring cultures, including the Jebusites in the region of Canaan.
  • 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 Scotland
Triple: [Medieval Scotland, follows, Iron Age Scotland]
Generated description
Iron Age Scotland refers to the period in Scottish prehistory characterized by the use of iron tools and weapons, distinctive hillforts and brochs, and the development of complex tribal societies before the advent of written records and the medieval era.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Iron Age Scotland
Target entity description: Iron Age Scotland refers to the period in Scottish prehistory characterized by the use of iron tools and weapons, distinctive hillforts and brochs, and the development of complex tribal societies before the advent of written records and the medieval era.
  • A. Medieval Scotland
    Medieval Scotland was the historical kingdom that emerged in the early Middle Ages and developed into a distinct feudal monarchy with its own legal, cultural, and political institutions prior to the early modern period.
  • B. 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.
  • C. Neolithic Britain
    Neolithic Britain was the prehistoric period on the British Isles (c. 4000–2500 BCE) marked by the introduction of farming, construction of monumental stone and earthworks such as Stonehenge, and the development of settled communities and complex ritual landscapes.
  • D. Caledonian society
    A Caledonian society is a cultural organization formed by people of Scottish descent to preserve and promote Scottish heritage, traditions, and community abroad.
  • E. Iron Age I
    Iron Age I was an early phase of the Iron Age in the ancient Near East, marked by the transition from Bronze Age societies to emerging Israelite and neighboring cultures, including the Jebusites in the region of Canaan.
  • 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_69e246079f58819085eaa9c260906880 completed April 17, 2026, 2:39 p.m.
NER Named-entity recognition batch_69f194caaf208190931923744692180d completed April 29, 2026, 5:19 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0c3f7050388190a0848037c96049c0 completed May 19, 2026, 10:46 a.m.
NEDg Description generation batch_6a0c405be1188190b6622665e448bbe7 completed May 19, 2026, 10:50 a.m.
NED2 Entity disambiguation (via description) batch_6a0c40bece448190bb9fd1a3058a1f06 completed May 19, 2026, 10:51 a.m.
Created at: April 17, 2026, 4:11 p.m.