Triple

T2116014
Position Surface form Disambiguated ID Type / Status
Subject Predynastic Egypt E43811 entity
Predicate follows P134 FINISHED
Object Neolithic Egypt
Neolithic Egypt refers to the prehistoric period along the Nile characterized by early farming communities, the development of pottery and stone tools, and the gradual emergence of settled village life before the rise of complex chiefdoms.
E43811 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 Egypt | Statement: [Predynastic Egypt, follows, Neolithic Egypt]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Neolithic Egypt
Context triple: [Predynastic Egypt, follows, Neolithic Egypt]
  • A. Predynastic Egypt
    Predynastic Egypt refers to the prehistoric period in the Nile Valley before the unification of Upper and Lower Egypt, characterized by the emergence of early agricultural communities, social stratification, and the cultural foundations of ancient Egyptian civilization.
  • B. Early Dynastic Egypt
    Early Dynastic Egypt was the formative period of ancient Egyptian civilization, marked by the unification of Upper and Lower Egypt, the establishment of centralized kingship, and the development of key cultural and religious institutions.
  • C. Old Kingdom of Egypt
    The Old Kingdom of Egypt was an early period of ancient Egyptian civilization, often called the "Age of the Pyramids," marked by centralized pharaonic power and the construction of monumental stone pyramids and tomb complexes.
  • D. Pharaonic Egypt
    Pharaonic Egypt refers to the ancient Egyptian civilization ruled by a succession of divine kings (pharaohs), renowned for its monumental architecture, hieroglyphic writing, and complex religious and funerary traditions.
  • E. Early Dynastic period
    The Early Dynastic period was an early phase of ancient Mesopotamian history marked by the rise of independent city-states, the development of cuneiform writing, and increasing political complexity in Sumer.
  • 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 Egypt
Triple: [Predynastic Egypt, follows, Neolithic Egypt]
Generated description
Neolithic Egypt refers to the prehistoric period along the Nile characterized by early farming communities, the development of pottery and stone tools, and the gradual emergence of settled village life before the rise of complex chiefdoms.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Neolithic Egypt
Target entity description: Neolithic Egypt refers to the prehistoric period along the Nile characterized by early farming communities, the development of pottery and stone tools, and the gradual emergence of settled village life before the rise of complex chiefdoms.
  • A. Predynastic Egypt chosen
    Predynastic Egypt refers to the prehistoric period in the Nile Valley before the unification of Upper and Lower Egypt, characterized by the emergence of early agricultural communities, social stratification, and the cultural foundations of ancient Egyptian civilization.
  • B. Early Dynastic Egypt
    Early Dynastic Egypt was the formative period of ancient Egyptian civilization, marked by the unification of Upper and Lower Egypt, the establishment of centralized kingship, and the development of key cultural and religious institutions.
  • C. Old Kingdom of Egypt
    The Old Kingdom of Egypt was an early period of ancient Egyptian civilization, often called the "Age of the Pyramids," marked by centralized pharaonic power and the construction of monumental stone pyramids and tomb complexes.
  • D. Pharaonic Egypt
    Pharaonic Egypt refers to the ancient Egyptian civilization ruled by a succession of divine kings (pharaohs), renowned for its monumental architecture, hieroglyphic writing, and complex religious and funerary traditions.
  • E. Early Dynastic period
    The Early Dynastic period was an early phase of ancient Mesopotamian history marked by the rise of independent city-states, the development of cuneiform writing, and increasing political complexity in Sumer.
  • 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_69a88717cfe48190b7ecdd68c824848a completed March 4, 2026, 7:25 p.m.
NER Named-entity recognition batch_69abbb2dfd3c81909b5e2996bc324301 completed March 7, 2026, 5:44 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae3076afec819091183e328cff58c8 completed March 9, 2026, 2:29 a.m.
NEDg Description generation batch_69ae30e1c7488190acd6d29c5ad10c33 completed March 9, 2026, 2:30 a.m.
NED2 Entity disambiguation (via description) batch_69ae316491c88190a9aa5ef47766b1f8 completed March 9, 2026, 2:33 a.m.
Created at: March 4, 2026, 7:43 p.m.