Triple

T8206501
Position Surface form Disambiguated ID Type / Status
Subject Plovdiv E191700 entity
Predicate foundedInPeriod P95 FINISHED
Object Neolithic period
The Neolithic period was a prehistoric era marked by the development of agriculture, permanent settlements, and polished stone tools, laying the foundations for early human civilizations.
E719423 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 period | Statement: [Plovdiv, foundedInPeriod, Neolithic period]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Neolithic period
Context triple: [Plovdiv, foundedInPeriod, Neolithic period]
  • A. 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.
  • B. Stone Age
    The Stone Age is the earliest known period of human prehistory, characterized by the creation and use of stone tools before the advent of metalworking.
  • 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. Woodland period
    The Woodland period was a prehistoric era in North America marked by the development of pottery, mound-building, horticulture, and increasingly complex social and trade networks.
  • E. 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.
  • 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 period
Triple: [Plovdiv, foundedInPeriod, Neolithic period]
Generated description
The Neolithic period was a prehistoric era marked by the development of agriculture, permanent settlements, and polished stone tools, laying the foundations for early human civilizations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Neolithic period
Target entity description: The Neolithic period was a prehistoric era marked by the development of agriculture, permanent settlements, and polished stone tools, laying the foundations for early human civilizations.
  • A. 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.
  • B. Stone Age
    The Stone Age is the earliest known period of human prehistory, characterized by the creation and use of stone tools before the advent of metalworking.
  • 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. Woodland period
    The Woodland period was a prehistoric era in North America marked by the development of pottery, mound-building, horticulture, and increasingly complex social and trade networks.
  • E. 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.
  • 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_69ca82c7f3e08190857bf1fc63b2a10c completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb726b520081908ce4a03bd14dfcdf completed March 31, 2026, 7:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69ccedd27bc08190a8109217069a8978 completed April 1, 2026, 10:05 a.m.
NEDg Description generation batch_69ccf1b818588190936f96d53bf08c2b completed April 1, 2026, 10:21 a.m.
NED2 Entity disambiguation (via description) batch_69cd05c2059081908bd04ee4722f9aad completed April 1, 2026, 11:47 a.m.
Created at: March 30, 2026, 5:43 p.m.