Triple

T9718723
Position Surface form Disambiguated ID Type / Status
Subject Badarian culture E235407 entity
Predicate followedBy P78 FINISHED
Object Naqada culture E239827 NE FINISHED

How this triple was built (2 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: Naqada culture | Statement: [Badarian culture, followedBy, Naqada culture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Naqada culture
Context triple: [Badarian culture, followedBy, Naqada culture]
  • A. Naqada II culture chosen
    The Naqada II culture was a late Predynastic Egyptian archaeological culture marked by increasing social complexity, long-distance trade, and artistic developments that paved the way for the emergence of the early Egyptian state.
  • B. Naqada
    Naqada is an ancient town in Upper Egypt renowned as a major prehistoric archaeological site that gave its name to the Naqada culture of early Egyptian civilization.
  • C. Nubian A-Group culture
    The Nubian A-Group culture was an early Bronze Age civilization in Lower Nubia, noted for its distinctive pottery, elaborate tombs, and long-distance trade connections with predynastic Egypt.
  • D. Badarian culture
    Badarian culture was an early Predynastic Egyptian Neolithic culture in Upper Egypt, notable for its distinctive pottery, burial practices, and role in the development of ancient Egyptian civilization.
  • E. Naqada III period
    The Naqada III period was the final phase of Predynastic Egypt, marked by increasing social complexity, political centralization, and the emergence of early writing and state formation.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca84d0123c819096f9dc3b6abb0881 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9e3ea61081908a5671fc5be9a738 completed April 1, 2026, 10:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69d19f986f48819090376fb5aafb3da2 completed April 4, 2026, 11:32 p.m.
Created at: March 30, 2026, 8:20 p.m.