Triple

T12103557
Position Surface form Disambiguated ID Type / Status
Subject Nubian A-Group culture E288246 entity
Predicate followedBy P78 FINISHED
Object Nubian C-Group culture
The Nubian C-Group culture was a Bronze Age pastoral and trading society in Lower Nubia, flourishing roughly between 2400–1550 BCE and known for its distinctive pottery, burial customs, and interactions with ancient Egypt.
E969641 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: Nubian C-Group culture | Statement: [Nubian A-Group culture, followedBy, Nubian C-Group culture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Nubian C-Group culture
Context triple: [Nubian A-Group culture, followedBy, Nubian C-Group culture]
  • A. 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.
  • B. Faiyum Neolithic culture
    The Faiyum Neolithic culture was an early agricultural and pastoral community in the Faiyum Oasis of Egypt, notable for some of the earliest evidence of farming, storage pits, and pottery in the Nile Valley.
  • C. Nubian Early Khartoum culture
    The Nubian Early Khartoum culture was a prehistoric Nile Valley society known for its early Neolithic lifeways, including fishing, hunting, gathering, and some of the region’s earliest pottery traditions.
  • D. Naqada II culture
    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.
  • E. 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.
  • 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: Nubian C-Group culture
Triple: [Nubian A-Group culture, followedBy, Nubian C-Group culture]
Generated description
The Nubian C-Group culture was a Bronze Age pastoral and trading society in Lower Nubia, flourishing roughly between 2400–1550 BCE and known for its distinctive pottery, burial customs, and interactions with ancient Egypt.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Nubian C-Group culture
Target entity description: The Nubian C-Group culture was a Bronze Age pastoral and trading society in Lower Nubia, flourishing roughly between 2400–1550 BCE and known for its distinctive pottery, burial customs, and interactions with ancient Egypt.
  • A. 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.
  • B. Faiyum Neolithic culture
    The Faiyum Neolithic culture was an early agricultural and pastoral community in the Faiyum Oasis of Egypt, notable for some of the earliest evidence of farming, storage pits, and pottery in the Nile Valley.
  • C. Nubian Early Khartoum culture
    The Nubian Early Khartoum culture was a prehistoric Nile Valley society known for its early Neolithic lifeways, including fishing, hunting, gathering, and some of the region’s earliest pottery traditions.
  • D. Naqada II culture
    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.
  • E. 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.
  • 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_69d6ab4a5c448190a110d1273314b21a completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d915568b9881909fc9edacefb86409 completed April 10, 2026, 3:20 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60a7330c481909e06468be517cf5f completed May 2, 2026, 2:30 p.m.
NEDg Description generation batch_69f60c9276d0819086b5f7712fe8d6e6 completed May 2, 2026, 2:39 p.m.
NED2 Entity disambiguation (via description) batch_69f60d4c30448190874f253b864ef61e completed May 2, 2026, 2:42 p.m.
Created at: April 8, 2026, 9:48 p.m.