Triple

T5606774
Position Surface form Disambiguated ID Type / Status
Subject Vere Gordon Childe E147251 entity
Predicate mainInterest P1074 FINISHED
Object Neolithic Europe
Neolithic Europe refers to the prehistoric period and region in which early farming communities, settled villages, and megalithic monuments developed across the European continent.
E536930 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: Neolithic Europe | Statement: [Vere Gordon Childe, mainInterest, Neolithic Europe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Neolithic Europe
Context triple: [Vere Gordon Childe, mainInterest, Neolithic Europe]
  • A. Neolithic Aegean
    Neolithic Aegean refers to the prehistoric cultures around the Aegean Sea characterized by early farming communities, sedentary village life, and the development of pottery and stone tools before the advent of metalworking.
  • B. Mesolithic period
    The Mesolithic period is a prehistoric era between the Paleolithic and Neolithic characterized by hunter-gatherer societies using microlithic stone tools and adapting to post-glacial environments.
  • C. Pre-Pottery Neolithic
    The Pre-Pottery Neolithic was an early Neolithic cultural phase in the Near East marked by the emergence of settled farming communities, monumental architecture, and sophisticated stone tool industries before the widespread use of pottery.
  • D. Natufian culture
    The Natufian culture was a Late Epipaleolithic Near Eastern society known for its semi-sedentary hunter-gatherer communities that prefigured the development of agriculture and the first permanent villages.
  • E. Magdalenian
    Magdalenian refers to a late Upper Paleolithic culture in Western Europe, known for its sophisticated cave art, bone and antler tools, and hunter-gatherer lifestyle near the end of the last Ice Age.
  • 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: Neolithic Europe
Triple: [Vere Gordon Childe, mainInterest, Neolithic Europe]
Generated description
Neolithic Europe refers to the prehistoric period and region in which early farming communities, settled villages, and megalithic monuments developed across the European continent.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Neolithic Europe
Target entity description: Neolithic Europe refers to the prehistoric period and region in which early farming communities, settled villages, and megalithic monuments developed across the European continent.
  • A. Neolithic Aegean
    Neolithic Aegean refers to the prehistoric cultures around the Aegean Sea characterized by early farming communities, sedentary village life, and the development of pottery and stone tools before the advent of metalworking.
  • B. Mesolithic period
    The Mesolithic period is a prehistoric era between the Paleolithic and Neolithic characterized by hunter-gatherer societies using microlithic stone tools and adapting to post-glacial environments.
  • C. Pre-Pottery Neolithic
    The Pre-Pottery Neolithic was an early Neolithic cultural phase in the Near East marked by the emergence of settled farming communities, monumental architecture, and sophisticated stone tool industries before the widespread use of pottery.
  • D. Natufian culture
    The Natufian culture was a Late Epipaleolithic Near Eastern society known for its semi-sedentary hunter-gatherer communities that prefigured the development of agriculture and the first permanent villages.
  • E. Magdalenian
    Magdalenian refers to a late Upper Paleolithic culture in Western Europe, known for its sophisticated cave art, bone and antler tools, and hunter-gatherer lifestyle near the end of the last Ice Age.
  • 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_69c0090500f881908374285baf0ac46f completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c020fbb8748190841e5e09db3feef1 completed March 22, 2026, 5:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04d4465388190b28f47f11e133b6a completed March 22, 2026, 8:12 p.m.
NEDg Description generation batch_69c04e88680c8190845723f52c060fb7 completed March 22, 2026, 8:18 p.m.
NED2 Entity disambiguation (via description) batch_69c04f7b889c81909db7cb4baf40ed80 completed March 22, 2026, 8:22 p.m.
Created at: March 22, 2026, 3:39 p.m.